An analysis and evaluation of the WeFold collaborative for protein structure prediction and its pipelines in CASP11 and CASP12 View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2018-12

AUTHORS

Chen Keasar, Liam J. McGuffin, Björn Wallner, Gaurav Chopra, Badri Adhikari, Debswapna Bhattacharya, Lauren Blake, Leandro Oliveira Bortot, Renzhi Cao, B. K. Dhanasekaran, Itzhel Dimas, Rodrigo Antonio Faccioli, Eshel Faraggi, Robert Ganzynkowicz, Sambit Ghosh, Soma Ghosh, Artur Giełdoń, Lukasz Golon, Yi He, Lim Heo, Jie Hou, Main Khan, Firas Khatib, George A. Khoury, Chris Kieslich, David E. Kim, Pawel Krupa, Gyu Rie Lee, Hongbo Li, Jilong Li, Agnieszka Lipska, Adam Liwo, Ali Hassan A. Maghrabi, Milot Mirdita, Shokoufeh Mirzaei, Magdalena A. Mozolewska, Melis Onel, Sergey Ovchinnikov, Anand Shah, Utkarsh Shah, Tomer Sidi, Adam K. Sieradzan, Magdalena Ślusarz, Rafal Ślusarz, James Smadbeck, Phanourios Tamamis, Nicholas Trieber, Tomasz Wirecki, Yanping Yin, Yang Zhang, Jaume Bacardit, Maciej Baranowski, Nicholas Chapman, Seth Cooper, Alexandre Defelicibus, Jeff Flatten, Brian Koepnick, Zoran Popović, Bartlomiej Zaborowski, David Baker, Jianlin Cheng, Cezary Czaplewski, Alexandre Cláudio Botazzo Delbem, Christodoulos Floudas, Andrzej Kloczkowski, Stanislaw Ołdziej, Michael Levitt, Harold Scheraga, Chaok Seok, Johannes Söding, Saraswathi Vishveshwara, Dong Xu, , Silvia N. Crivelli

ABSTRACT

Every two years groups worldwide participate in the Critical Assessment of Protein Structure Prediction (CASP) experiment to blindly test the strengths and weaknesses of their computational methods. CASP has significantly advanced the field but many hurdles still remain, which may require new ideas and collaborations. In 2012 a web-based effort called WeFold, was initiated to promote collaboration within the CASP community and attract researchers from other fields to contribute new ideas to CASP. Members of the WeFold coopetition (cooperation and competition) participated in CASP as individual teams, but also shared components of their methods to create hybrid pipelines and actively contributed to this effort. We assert that the scale and diversity of integrative prediction pipelines could not have been achieved by any individual lab or even by any collaboration among a few partners. The models contributed by the participating groups and generated by the pipelines are publicly available at the WeFold website providing a wealth of data that remains to be tapped. Here, we analyze the results of the 2014 and 2016 pipelines showing improvements according to the CASP assessment as well as areas that require further adjustments and research. More... »

PAGES

9939

Identifiers

URI

http://scigraph.springernature.com/pub.10.1038/s41598-018-26812-8

DOI

http://dx.doi.org/10.1038/s41598-018-26812-8

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1105156433

PUBMED

https://www.ncbi.nlm.nih.gov/pubmed/29967418


Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
Incoming Citations Browse incoming citations for this publication using opencitations.net

JSON-LD is the canonical representation for SciGraph data.

TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

[
  {
    "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
    "about": [
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0801", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Artificial Intelligence and Image Processing", 
        "type": "DefinedTerm"
      }, 
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/08", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Information and Computing Sciences", 
        "type": "DefinedTerm"
      }
    ], 
    "author": [
      {
        "affiliation": {
          "alternateName": "Ben-Gurion University of the Negev", 
          "id": "https://www.grid.ac/institutes/grid.7489.2", 
          "name": [
            "Department of Computer Science, Ben Gurion University of the Negev, Be\u2019er sheva, Israel"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Keasar", 
        "givenName": "Chen", 
        "id": "sg:person.01201601617.05", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01201601617.05"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Reading", 
          "id": "https://www.grid.ac/institutes/grid.9435.b", 
          "name": [
            "Biomedical Sciences Division, School of Biological Sciences, University of Reading, Reading, RG6 6AS UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "McGuffin", 
        "givenName": "Liam J.", 
        "id": "sg:person.0606645364.59", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0606645364.59"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Link\u00f6ping University", 
          "id": "https://www.grid.ac/institutes/grid.5640.7", 
          "name": [
            "Division of Bioinformatics, Department of Physics, Chemistry, and Biology, Link\u00f6ping University, Link\u00f6ping, Sweden"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Wallner", 
        "givenName": "Bj\u00f6rn", 
        "id": "sg:person.01352233543.98", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01352233543.98"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Purdue University", 
          "id": "https://www.grid.ac/institutes/grid.169077.e", 
          "name": [
            "Department of Chemistry, College of Science, Purdue University, West Lafayette, IN USA", 
            "Purdue Institute for Drug Discovery, Purdue University, West Lafayette, IN USA", 
            "Purdue Center for Cancer Research, Purdue University, West Lafayette, IN USA", 
            "Purdue Institute for Inflammation, Immunology and Infectious Disease, Purdue University, West Lafayette, IN USA", 
            "Purdue Institute for Integrative Neuroscience, Purdue University, West Lafayette, IN USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Chopra", 
        "givenName": "Gaurav", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Adhikari", 
        "givenName": "Badri", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Auburn University", 
          "id": "https://www.grid.ac/institutes/grid.252546.2", 
          "name": [
            "Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA", 
            "Department of Computer Science and Software Engineering, Auburn University, Auburn, AL USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Bhattacharya", 
        "givenName": "Debswapna", 
        "id": "sg:person.01203042662.17", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01203042662.17"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Lawrence Berkeley National Laboratory", 
          "id": "https://www.grid.ac/institutes/grid.184769.5", 
          "name": [
            "Lawrence Berkeley National Laboratory, Berkeley, CA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Blake", 
        "givenName": "Lauren", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Sao Paulo", 
          "id": "https://www.grid.ac/institutes/grid.11899.38", 
          "name": [
            "Laboratory of Biological Physics, Faculty of Pharmaceutical Sciences at Ribeir\u00e3o Preto, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Bortot", 
        "givenName": "Leandro Oliveira", 
        "id": "sg:person.01225134740.67", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01225134740.67"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Cao", 
        "givenName": "Renzhi", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Indian Institute of Science Bangalore", 
          "id": "https://www.grid.ac/institutes/grid.34980.36", 
          "name": [
            "Molecular Biophysics Unit and IISC Mathematics Initiative, Indian Institute of Science, Bangalore, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Dhanasekaran", 
        "givenName": "B. K.", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Lawrence Berkeley National Laboratory", 
          "id": "https://www.grid.ac/institutes/grid.184769.5", 
          "name": [
            "Lawrence Berkeley National Laboratory, Berkeley, CA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Dimas", 
        "givenName": "Itzhel", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Sao Paulo", 
          "id": "https://www.grid.ac/institutes/grid.11899.38", 
          "name": [
            "Institute of Mathematical and Computer Sciences, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Faccioli", 
        "givenName": "Rodrigo Antonio", 
        "id": "sg:person.016457436400.86", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016457436400.86"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Nationwide Children's Hospital", 
          "id": "https://www.grid.ac/institutes/grid.240344.5", 
          "name": [
            "Research and Information Systems, LLC, Carmel, IN USA", 
            "Department of Biochemistry and Molecular Biology, IU School of Medicine, Indianapolis, IN USA", 
            "Batelle Center for Mathematical Medicine, The Research Institute at Nationwide Children\u2019s Hospital, Columbus, OH USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Faraggi", 
        "givenName": "Eshel", 
        "id": "sg:person.01057072255.25", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01057072255.25"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Ganzynkowicz", 
        "givenName": "Robert", 
        "id": "sg:person.014061133165.29", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014061133165.29"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Indian Institute of Science Bangalore", 
          "id": "https://www.grid.ac/institutes/grid.34980.36", 
          "name": [
            "Molecular Biophysics Unit and IISC Mathematics Initiative, Indian Institute of Science, Bangalore, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Ghosh", 
        "givenName": "Sambit", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Indian Institute of Science Bangalore", 
          "id": "https://www.grid.ac/institutes/grid.34980.36", 
          "name": [
            "Molecular Biophysics Unit and IISC Mathematics Initiative, Indian Institute of Science, Bangalore, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Ghosh", 
        "givenName": "Soma", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Gie\u0142do\u0144", 
        "givenName": "Artur", 
        "id": "sg:person.01214637533.64", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01214637533.64"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Golon", 
        "givenName": "Lukasz", 
        "id": "sg:person.0711656454.94", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0711656454.94"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of California, Merced", 
          "id": "https://www.grid.ac/institutes/grid.266096.d", 
          "name": [
            "School of Engineering, University of California, Merced, CA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "He", 
        "givenName": "Yi", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Seoul National University", 
          "id": "https://www.grid.ac/institutes/grid.31501.36", 
          "name": [
            "Department of Chemistry, Seoul National University, Seoul, Republic of Korea"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Heo", 
        "givenName": "Lim", 
        "id": "sg:person.01352661554.45", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01352661554.45"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Hou", 
        "givenName": "Jie", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Massachusetts Dartmouth", 
          "id": "https://www.grid.ac/institutes/grid.266686.a", 
          "name": [
            "Department of Computer and Information Science, University of Massachusetts Dartmouth, MA, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Khan", 
        "givenName": "Main", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Massachusetts Dartmouth", 
          "id": "https://www.grid.ac/institutes/grid.266686.a", 
          "name": [
            "Department of Computer and Information Science, University of Massachusetts Dartmouth, MA, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Khatib", 
        "givenName": "Firas", 
        "id": "sg:person.0657251132.16", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0657251132.16"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Princeton University", 
          "id": "https://www.grid.ac/institutes/grid.16750.35", 
          "name": [
            "Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Khoury", 
        "givenName": "George A.", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Texas A&M University", 
          "id": "https://www.grid.ac/institutes/grid.264756.4", 
          "name": [
            "Texas A&M Energy Institute, Texas A&M University, College Station, TX USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Kieslich", 
        "givenName": "Chris", 
        "id": "sg:person.0633637037.05", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0633637037.05"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Washington", 
          "id": "https://www.grid.ac/institutes/grid.34477.33", 
          "name": [
            "Department of Biochemistry, University of Washington, Seattle, WA USA", 
            "Howard Hughes Medical Institute, University of Washington, Seattle, WA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Kim", 
        "givenName": "David E.", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Krupa", 
        "givenName": "Pawel", 
        "id": "sg:person.0614637662.24", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0614637662.24"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Seoul National University", 
          "id": "https://www.grid.ac/institutes/grid.31501.36", 
          "name": [
            "Department of Chemistry, Seoul National University, Seoul, Republic of Korea"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Lee", 
        "givenName": "Gyu Rie", 
        "id": "sg:person.01067240156.78", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01067240156.78"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Northeast Normal University", 
          "id": "https://www.grid.ac/institutes/grid.27446.33", 
          "name": [
            "Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA", 
            "School of Computer Science and Information Technology, NorthEast Normal University, Changchun, China", 
            "Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Li", 
        "givenName": "Hongbo", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Li", 
        "givenName": "Jilong", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Lipska", 
        "givenName": "Agnieszka", 
        "id": "sg:person.01345666522.24", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01345666522.24"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Liwo", 
        "givenName": "Adam", 
        "id": "sg:person.01315625355.82", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01315625355.82"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Reading", 
          "id": "https://www.grid.ac/institutes/grid.9435.b", 
          "name": [
            "Biomedical Sciences Division, School of Biological Sciences, University of Reading, Reading, RG6 6AS UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Maghrabi", 
        "givenName": "Ali Hassan A.", 
        "id": "sg:person.010306730323.66", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010306730323.66"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Max Planck Institute for Biophysical Chemistry", 
          "id": "https://www.grid.ac/institutes/grid.418140.8", 
          "name": [
            "Max Planck Institute for Biophysical Chemistry, G\u00f6ttingen, Germany"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Mirdita", 
        "givenName": "Milot", 
        "id": "sg:person.01302601635.22", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01302601635.22"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "California State Polytechnic University", 
          "id": "https://www.grid.ac/institutes/grid.155203.0", 
          "name": [
            "Lawrence Berkeley National Laboratory, Berkeley, CA USA", 
            "California State Polytechnic University, Pomona, CA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Mirzaei", 
        "givenName": "Shokoufeh", 
        "id": "sg:person.014611715215.58", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014611715215.58"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Mozolewska", 
        "givenName": "Magdalena A.", 
        "id": "sg:person.01204700435.55", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01204700435.55"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Texas A&M University", 
          "id": "https://www.grid.ac/institutes/grid.264756.4", 
          "name": [
            "Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Onel", 
        "givenName": "Melis", 
        "id": "sg:person.015737343476.26", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015737343476.26"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Washington", 
          "id": "https://www.grid.ac/institutes/grid.34477.33", 
          "name": [
            "Department of Biochemistry, University of Washington, Seattle, WA USA", 
            "Institute for Protein Design, University of Washington, Seattle, WA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Ovchinnikov", 
        "givenName": "Sergey", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Massachusetts Dartmouth", 
          "id": "https://www.grid.ac/institutes/grid.266686.a", 
          "name": [
            "Department of Computer and Information Science, University of Massachusetts Dartmouth, MA, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Shah", 
        "givenName": "Anand", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Texas A&M University", 
          "id": "https://www.grid.ac/institutes/grid.264756.4", 
          "name": [
            "Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Shah", 
        "givenName": "Utkarsh", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Ben-Gurion University of the Negev", 
          "id": "https://www.grid.ac/institutes/grid.7489.2", 
          "name": [
            "Department of Computer Science, Ben Gurion University of the Negev, Be\u2019er sheva, Israel"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Sidi", 
        "givenName": "Tomer", 
        "id": "sg:person.015407275615.08", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015407275615.08"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Sieradzan", 
        "givenName": "Adam K.", 
        "id": "sg:person.01321127035.66", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01321127035.66"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "\u015alusarz", 
        "givenName": "Magdalena", 
        "id": "sg:person.01327411572.49", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01327411572.49"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "\u015alusarz", 
        "givenName": "Rafal", 
        "id": "sg:person.01035766140.73", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01035766140.73"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Princeton University", 
          "id": "https://www.grid.ac/institutes/grid.16750.35", 
          "name": [
            "Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Smadbeck", 
        "givenName": "James", 
        "id": "sg:person.0730754163.20", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0730754163.20"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Texas A&M University", 
          "id": "https://www.grid.ac/institutes/grid.264756.4", 
          "name": [
            "Texas A&M Energy Institute, Texas A&M University, College Station, TX USA", 
            "Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Tamamis", 
        "givenName": "Phanourios", 
        "id": "sg:person.01350232701.27", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01350232701.27"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Massachusetts Dartmouth", 
          "id": "https://www.grid.ac/institutes/grid.266686.a", 
          "name": [
            "Department of Computer and Information Science, University of Massachusetts Dartmouth, MA, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Trieber", 
        "givenName": "Nicholas", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Wirecki", 
        "givenName": "Tomasz", 
        "id": "sg:person.01367242235.30", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01367242235.30"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Cornell University", 
          "id": "https://www.grid.ac/institutes/grid.5386.8", 
          "name": [
            "Baker Laboratory of Chemistry and Chemical Biology, Cornell University, Ithaca, NY USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Yin", 
        "givenName": "Yanping", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Michigan\u2013Ann Arbor", 
          "id": "https://www.grid.ac/institutes/grid.214458.e", 
          "name": [
            "Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Zhang", 
        "givenName": "Yang", 
        "id": "sg:person.01103116040.26", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01103116040.26"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Newcastle University", 
          "id": "https://www.grid.ac/institutes/grid.1006.7", 
          "name": [
            "Interdisciplinary Computing and Complex BioSystems (ICOS) research group, School of Computing, Newcastle University, Newcastle-upon-Tyne, UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Bacardit", 
        "givenName": "Jaume", 
        "id": "sg:person.013772462641.94", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013772462641.94"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Gda\u0144sk Medical University", 
          "id": "https://www.grid.ac/institutes/grid.11451.30", 
          "name": [
            "Intercollegiate Faculty of Biotechnology, University of Gda\u0144sk and Medical University of Gda\u0144sk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Baranowski", 
        "givenName": "Maciej", 
        "id": "sg:person.0704500366.66", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0704500366.66"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Washington", 
          "id": "https://www.grid.ac/institutes/grid.34477.33", 
          "name": [
            "Center for Game Science, Department of Computer Science & Engineering, University of Washington, Seattle, WA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Chapman", 
        "givenName": "Nicholas", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Northeastern University", 
          "id": "https://www.grid.ac/institutes/grid.261112.7", 
          "name": [
            "College of Computer and Information Science, Northeastern University, Boston, MA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Cooper", 
        "givenName": "Seth", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Sao Paulo", 
          "id": "https://www.grid.ac/institutes/grid.11899.38", 
          "name": [
            "Institute of Mathematical and Computer Sciences, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Defelicibus", 
        "givenName": "Alexandre", 
        "id": "sg:person.014153640222.29", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014153640222.29"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Washington", 
          "id": "https://www.grid.ac/institutes/grid.34477.33", 
          "name": [
            "Center for Game Science, Department of Computer Science & Engineering, University of Washington, Seattle, WA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Flatten", 
        "givenName": "Jeff", 
        "id": "sg:person.015001576011.77", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015001576011.77"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Washington", 
          "id": "https://www.grid.ac/institutes/grid.34477.33", 
          "name": [
            "Department of Biochemistry, University of Washington, Seattle, WA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Koepnick", 
        "givenName": "Brian", 
        "id": "sg:person.011216313411.02", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011216313411.02"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Washington", 
          "id": "https://www.grid.ac/institutes/grid.34477.33", 
          "name": [
            "Center for Game Science, Department of Computer Science & Engineering, University of Washington, Seattle, WA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Popovi\u0107", 
        "givenName": "Zoran", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Zaborowski", 
        "givenName": "Bartlomiej", 
        "id": "sg:person.01337654242.38", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01337654242.38"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Washington", 
          "id": "https://www.grid.ac/institutes/grid.34477.33", 
          "name": [
            "Department of Biochemistry, University of Washington, Seattle, WA USA", 
            "Howard Hughes Medical Institute, University of Washington, Seattle, WA USA", 
            "Center for Game Science, Department of Computer Science & Engineering, University of Washington, Seattle, WA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Baker", 
        "givenName": "David", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Cheng", 
        "givenName": "Jianlin", 
        "id": "sg:person.0620674555.17", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0620674555.17"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Czaplewski", 
        "givenName": "Cezary", 
        "id": "sg:person.0674003623.12", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0674003623.12"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Sao Paulo", 
          "id": "https://www.grid.ac/institutes/grid.11899.38", 
          "name": [
            "Institute of Mathematical and Computer Sciences, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Delbem", 
        "givenName": "Alexandre Cl\u00e1udio Botazzo", 
        "id": "sg:person.013663576360.44", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013663576360.44"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Texas A&M University", 
          "id": "https://www.grid.ac/institutes/grid.264756.4", 
          "name": [
            "Texas A&M Energy Institute, Texas A&M University, College Station, TX USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Floudas", 
        "givenName": "Christodoulos", 
        "id": "sg:person.010407376521.12", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010407376521.12"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Gda\u0144sk", 
          "id": "https://www.grid.ac/institutes/grid.8585.0", 
          "name": [
            "Faculty of Chemistry, University of Gdansk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Kloczkowski", 
        "givenName": "Andrzej", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Gda\u0144sk Medical University", 
          "id": "https://www.grid.ac/institutes/grid.11451.30", 
          "name": [
            "Intercollegiate Faculty of Biotechnology, University of Gda\u0144sk and Medical University of Gda\u0144sk, Gda\u0144sk, Poland"
          ], 
          "type": "Organization"
        }, 
        "familyName": "O\u0142dziej", 
        "givenName": "Stanislaw", 
        "id": "sg:person.014412336007.82", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014412336007.82"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Stanford University", 
          "id": "https://www.grid.ac/institutes/grid.168010.e", 
          "name": [
            "Department of Structural Biology, School of Medicine, Stanford University, Stanford, CA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Levitt", 
        "givenName": "Michael", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Cornell University", 
          "id": "https://www.grid.ac/institutes/grid.5386.8", 
          "name": [
            "Baker Laboratory of Chemistry and Chemical Biology, Cornell University, Ithaca, NY USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Scheraga", 
        "givenName": "Harold", 
        "id": "sg:person.01032766165.34", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01032766165.34"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Seoul National University", 
          "id": "https://www.grid.ac/institutes/grid.31501.36", 
          "name": [
            "Department of Chemistry, Seoul National University, Seoul, Republic of Korea"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Seok", 
        "givenName": "Chaok", 
        "id": "sg:person.0613715430.76", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0613715430.76"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Max Planck Institute for Biophysical Chemistry", 
          "id": "https://www.grid.ac/institutes/grid.418140.8", 
          "name": [
            "Max Planck Institute for Biophysical Chemistry, G\u00f6ttingen, Germany"
          ], 
          "type": "Organization"
        }, 
        "familyName": "S\u00f6ding", 
        "givenName": "Johannes", 
        "id": "sg:person.0661416517.03", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0661416517.03"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Indian Institute of Science Bangalore", 
          "id": "https://www.grid.ac/institutes/grid.34980.36", 
          "name": [
            "Molecular Biophysics Unit and IISC Mathematics Initiative, Indian Institute of Science, Bangalore, India"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Vishveshwara", 
        "givenName": "Saraswathi", 
        "id": "sg:person.01321270220.41", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01321270220.41"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA", 
            "Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Xu", 
        "givenName": "Dong", 
        "type": "Person"
      }, 
      {}, 
      {
        "affiliation": {
          "alternateName": "University of California, Davis", 
          "id": "https://www.grid.ac/institutes/grid.27860.3b", 
          "name": [
            "Lawrence Berkeley National Laboratory, Berkeley, CA USA", 
            "Department of Computer Science, University of California, Davis, CA USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Crivelli", 
        "givenName": "Silvia N.", 
        "id": "sg:person.0640440204.65", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0640440204.65"
        ], 
        "type": "Person"
      }
    ], 
    "citation": [
      {
        "id": "https://doi.org/10.1016/j.sbi.2005.05.011", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1003898990"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/prot.24167", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1010068706"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1093/nar/gki408", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1010393487"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/cpe.3270", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1012131053"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/prot.24452", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1012749447"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1093/nar/gkt458", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1014439208"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1073/pnas.1314045110", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1014807483"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/prot.23184", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1015524558"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1093/bioinformatics/btn014", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1019179263"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/prot.340230303", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1020261308"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1093/nar/gkw1099", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1022885794"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/prot.22781", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1023421798"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/prot.22781", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1023421798"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1093/bioinformatics/bts472", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1023726491"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/prot.24858", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1023737261"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/prot.24341", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1023839130"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.str.2013.08.005", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1026382444"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1093/bioinformatics/btr268", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1028870856"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1093/nar/28.1.235", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1035055456"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/prot.24538", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1039486498"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.bpj.2011.09.012", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1040059078"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/prot.24459", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1040782092"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/1471-2105-13-224", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1043899154", 
          "https://doi.org/10.1186/1471-2105-13-224"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/1471-2105-13-224", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1043899154", 
          "https://doi.org/10.1186/1471-2105-13-224"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/prot.25064", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1045557613"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/prot.24454", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1050779201"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1201/9781420059564.ch8", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1052613256"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1038/nsmb.2119", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1053686293", 
          "https://doi.org/10.1038/nsmb.2119"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1021/acs.jcim.5b00566", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1055098242"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1109/tcbb.2016.2602269", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1061541689"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1126/science.1113801", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1062452308"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.2174/1389203716666150923105727", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1069179754"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1093/nar/gkx332", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1085087763"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1109/cluster.2013.6702698", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1093255807"
        ], 
        "type": "CreativeWork"
      }
    ], 
    "datePublished": "2018-12", 
    "datePublishedReg": "2018-12-01", 
    "description": "Every two years groups worldwide participate in the Critical Assessment of Protein Structure Prediction (CASP) experiment to blindly test the strengths and weaknesses of their computational methods. CASP has significantly advanced the field but many hurdles still remain, which may require new ideas and collaborations. In 2012 a web-based effort called WeFold, was initiated to promote collaboration within the CASP community and attract researchers from other fields to contribute new ideas to CASP. Members of the WeFold coopetition (cooperation and competition) participated in CASP as individual teams, but also shared components of their methods to create hybrid pipelines and actively contributed to this effort. We assert that the scale and diversity of integrative prediction pipelines could not have been achieved by any individual lab or even by any collaboration among a few partners. The models contributed by the participating groups and generated by the pipelines are publicly available at the WeFold website providing a wealth of data that remains to be tapped. Here, we analyze the results of the 2014 and 2016 pipelines showing improvements according to the CASP assessment as well as areas that require further adjustments and research.", 
    "genre": "research_article", 
    "id": "sg:pub.10.1038/s41598-018-26812-8", 
    "inLanguage": [
      "en"
    ], 
    "isAccessibleForFree": true, 
    "isFundedItemOf": [
      {
        "id": "sg:grant.2520813", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.7173476", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.4241869", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.2362656", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.2519836", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.3115981", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.4716442", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.7124064", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.6810480", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.2514576", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.2508604", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.2521598", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.4729427", 
        "type": "MonetaryGrant"
      }
    ], 
    "isPartOf": [
      {
        "id": "sg:journal.1045337", 
        "issn": [
          "2045-2322"
        ], 
        "name": "Scientific Reports", 
        "type": "Periodical"
      }, 
      {
        "issueNumber": "1", 
        "type": "PublicationIssue"
      }, 
      {
        "type": "PublicationVolume", 
        "volumeNumber": "8"
      }
    ], 
    "name": "An analysis and evaluation of the WeFold collaborative for protein structure prediction and its pipelines in CASP11 and CASP12", 
    "pagination": "9939", 
    "productId": [
      {
        "name": "readcube_id", 
        "type": "PropertyValue", 
        "value": [
          "ea40b36c251ec70db84d8d6f256f452cc3aa152b93628aa6e908188ddaed124a"
        ]
      }, 
      {
        "name": "pubmed_id", 
        "type": "PropertyValue", 
        "value": [
          "29967418"
        ]
      }, 
      {
        "name": "nlm_unique_id", 
        "type": "PropertyValue", 
        "value": [
          "101563288"
        ]
      }, 
      {
        "name": "doi", 
        "type": "PropertyValue", 
        "value": [
          "10.1038/s41598-018-26812-8"
        ]
      }, 
      {
        "name": "dimensions_id", 
        "type": "PropertyValue", 
        "value": [
          "pub.1105156433"
        ]
      }
    ], 
    "sameAs": [
      "https://doi.org/10.1038/s41598-018-26812-8", 
      "https://app.dimensions.ai/details/publication/pub.1105156433"
    ], 
    "sdDataset": "articles", 
    "sdDatePublished": "2019-04-11T13:21", 
    "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
    "sdPublisher": {
      "name": "Springer Nature - SN SciGraph project", 
      "type": "Organization"
    }, 
    "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000368_0000000368/records_78974_00000000.jsonl", 
    "type": "ScholarlyArticle", 
    "url": "https://www.nature.com/articles/s41598-018-26812-8"
  }
]
 

Download the RDF metadata as:  json-ld nt turtle xml License info

HOW TO GET THIS DATA PROGRAMMATICALLY:

JSON-LD is a popular format for linked data which is fully compatible with JSON.

curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1038/s41598-018-26812-8'

N-Triples is a line-based linked data format ideal for batch operations.

curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1038/s41598-018-26812-8'

Turtle is a human-readable linked data format.

curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1038/s41598-018-26812-8'

RDF/XML is a standard XML format for linked data.

curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1038/s41598-018-26812-8'


 

This table displays all metadata directly associated to this object as RDF triples.

775 TRIPLES      21 PREDICATES      61 URIs      21 LITERALS      9 BLANK NODES

Subject Predicate Object
1 sg:pub.10.1038/s41598-018-26812-8 schema:about anzsrc-for:08
2 anzsrc-for:0801
3 schema:author N06194177187b44e78203448adc11d390
4 schema:citation sg:pub.10.1038/nsmb.2119
5 sg:pub.10.1186/1471-2105-13-224
6 https://doi.org/10.1002/cpe.3270
7 https://doi.org/10.1002/prot.22781
8 https://doi.org/10.1002/prot.23184
9 https://doi.org/10.1002/prot.24167
10 https://doi.org/10.1002/prot.24341
11 https://doi.org/10.1002/prot.24452
12 https://doi.org/10.1002/prot.24454
13 https://doi.org/10.1002/prot.24459
14 https://doi.org/10.1002/prot.24538
15 https://doi.org/10.1002/prot.24858
16 https://doi.org/10.1002/prot.25064
17 https://doi.org/10.1002/prot.340230303
18 https://doi.org/10.1016/j.bpj.2011.09.012
19 https://doi.org/10.1016/j.sbi.2005.05.011
20 https://doi.org/10.1016/j.str.2013.08.005
21 https://doi.org/10.1021/acs.jcim.5b00566
22 https://doi.org/10.1073/pnas.1314045110
23 https://doi.org/10.1093/bioinformatics/btn014
24 https://doi.org/10.1093/bioinformatics/btr268
25 https://doi.org/10.1093/bioinformatics/bts472
26 https://doi.org/10.1093/nar/28.1.235
27 https://doi.org/10.1093/nar/gki408
28 https://doi.org/10.1093/nar/gkt458
29 https://doi.org/10.1093/nar/gkw1099
30 https://doi.org/10.1093/nar/gkx332
31 https://doi.org/10.1109/cluster.2013.6702698
32 https://doi.org/10.1109/tcbb.2016.2602269
33 https://doi.org/10.1126/science.1113801
34 https://doi.org/10.1201/9781420059564.ch8
35 https://doi.org/10.2174/1389203716666150923105727
36 schema:datePublished 2018-12
37 schema:datePublishedReg 2018-12-01
38 schema:description Every two years groups worldwide participate in the Critical Assessment of Protein Structure Prediction (CASP) experiment to blindly test the strengths and weaknesses of their computational methods. CASP has significantly advanced the field but many hurdles still remain, which may require new ideas and collaborations. In 2012 a web-based effort called WeFold, was initiated to promote collaboration within the CASP community and attract researchers from other fields to contribute new ideas to CASP. Members of the WeFold coopetition (cooperation and competition) participated in CASP as individual teams, but also shared components of their methods to create hybrid pipelines and actively contributed to this effort. We assert that the scale and diversity of integrative prediction pipelines could not have been achieved by any individual lab or even by any collaboration among a few partners. The models contributed by the participating groups and generated by the pipelines are publicly available at the WeFold website providing a wealth of data that remains to be tapped. Here, we analyze the results of the 2014 and 2016 pipelines showing improvements according to the CASP assessment as well as areas that require further adjustments and research.
39 schema:genre research_article
40 schema:inLanguage en
41 schema:isAccessibleForFree true
42 schema:isPartOf N6e7efd736c99497db1c0d1173f976f9d
43 Nb788e5ac44be4b44b0f3bbda692f90f5
44 sg:journal.1045337
45 schema:name An analysis and evaluation of the WeFold collaborative for protein structure prediction and its pipelines in CASP11 and CASP12
46 schema:pagination 9939
47 schema:productId Nbd8b4b4a60554abd809a996071345914
48 Nd9ca6da5fcd64bceac807b5024d17c7c
49 Nef77fa05285f4fec951ffce1e43500a9
50 Nf241a5466aee41668d35c4efd22d00c8
51 Nf71ea9b308904c8281ba515848fdde7d
52 schema:sameAs https://app.dimensions.ai/details/publication/pub.1105156433
53 https://doi.org/10.1038/s41598-018-26812-8
54 schema:sdDatePublished 2019-04-11T13:21
55 schema:sdLicense https://scigraph.springernature.com/explorer/license/
56 schema:sdPublisher N5910b78350d74c489547df668acf4934
57 schema:url https://www.nature.com/articles/s41598-018-26812-8
58 sgo:license sg:explorer/license/
59 sgo:sdDataset articles
60 rdf:type schema:ScholarlyArticle
61 N0025891cbb42443c916c2477add45543 schema:affiliation https://www.grid.ac/institutes/grid.5386.8
62 schema:familyName Yin
63 schema:givenName Yanping
64 rdf:type schema:Person
65 N010006ba9a6b4cb0a0359441ff289293 schema:affiliation https://www.grid.ac/institutes/grid.34477.33
66 schema:familyName Chapman
67 schema:givenName Nicholas
68 rdf:type schema:Person
69 N01f229f09e324df9ba969f3bd0409208 rdf:first sg:person.01302601635.22
70 rdf:rest N359842d4b4eb4b96a58513e641228c0d
71 N034bb83c40a44eacbc1b0de6e2962f35 schema:affiliation https://www.grid.ac/institutes/grid.266686.a
72 schema:familyName Khan
73 schema:givenName Main
74 rdf:type schema:Person
75 N04800bac6c78406087afaceba64ccba6 rdf:first sg:person.01103116040.26
76 rdf:rest N688bc83a19304b7e823f6adb0c36bdd2
77 N05a95dee2965464789f7a38f18e975d0 rdf:first sg:person.01345666522.24
78 rdf:rest N2c4a151e5a894d95afbde17d1ed8940d
79 N06194177187b44e78203448adc11d390 rdf:first sg:person.01201601617.05
80 rdf:rest N1f86618ff493451681d3c9d3b07aa19d
81 N06ffb045df4041839f4c7cfeb931d716 rdf:first sg:person.0661416517.03
82 rdf:rest N9553fec097ea40469a10a34e422389b9
83 N077f2b34f8ca4c9a8546e8eca45ced4f rdf:first sg:person.010407376521.12
84 rdf:rest Naf0453f8cdb243e9a7ca14bd0c5dada6
85 N09b9c2d5b5d44c1a8e979832c5232a1a schema:affiliation https://www.grid.ac/institutes/grid.16750.35
86 schema:familyName Khoury
87 schema:givenName George A.
88 rdf:type schema:Person
89 N0cf01f6fc697484ea387848ebe41a804 rdf:first sg:person.0620674555.17
90 rdf:rest N240622a14e454246a1a33b3ffc0601f7
91 N0fc37a1188364b30b08c4e700e1ef00e rdf:first Nc6884badf47644e7b6071662040ba7c4
92 rdf:rest N4982d0eace4e409681a3f722f3d8be57
93 N104a7de7a0394f4fa1d2ec54279876ad rdf:first sg:person.0657251132.16
94 rdf:rest N77798dcbf9a14f6cb57f96747f8c0788
95 N1444e612fd1343a29f0772ef0b58fc64 rdf:first Ndb80734fdcdd47328c2ea9d497b62f24
96 rdf:rest N0cf01f6fc697484ea387848ebe41a804
97 N16b76ea64612478985edb7e962ece42a schema:name Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA
98 rdf:type schema:Organization
99 N1cb8115627db4ac097b69b485d1724c0 rdf:first sg:person.01057072255.25
100 rdf:rest N70090bcf882f46e58140bd6c08423ac4
101 N1f86618ff493451681d3c9d3b07aa19d rdf:first sg:person.0606645364.59
102 rdf:rest N39535e8541f8491ebb0e6e1ca82ce9ec
103 N1fc0604137f9402e9bc10087f5aa7dfa schema:affiliation https://www.grid.ac/institutes/grid.168010.e
104 schema:familyName Levitt
105 schema:givenName Michael
106 rdf:type schema:Person
107 N240622a14e454246a1a33b3ffc0601f7 rdf:first sg:person.0674003623.12
108 rdf:rest N57bc1ab3b9b94940ad8f28fed538ddcc
109 N2a036e2bba384d19b483ee565ced6873 rdf:first sg:person.01352661554.45
110 rdf:rest N6c72241439fd4d228425780efb58496c
111 N2c4a151e5a894d95afbde17d1ed8940d rdf:first sg:person.01315625355.82
112 rdf:rest Na0152af436244985b0028231f32ec76a
113 N2d104d577d284fd7a0bffcea051982fe rdf:first N337b008dd4254719bc49d9eadbb5a3ab
114 rdf:rest N390302fde6dd44e4bf6772625c1c6a85
115 N2e2fab27b7564170bc3b37a6f43aced3 rdf:first N7abcad2b7bac43a290b4b539cc7825b5
116 rdf:rest N3c99e6bc13ae4252b2ca12aee6a9dc31
117 N2eb8eb7cba3c46e2866c9f937af190eb rdf:first Na2c982ffe9e24b48bb9576e7d8e1221b
118 rdf:rest Nd5d58eebad9a45948b20a7fae698a2b0
119 N2faad7a7979b4e75b279a50709155883 schema:affiliation N16b76ea64612478985edb7e962ece42a
120 schema:familyName Hou
121 schema:givenName Jie
122 rdf:type schema:Person
123 N32d427e080d345d4995bb1a55a0d0640 rdf:first Ne63b1e889eff4ede897bb6cea3d72083
124 rdf:rest N805025f846b141379d4538ad1778766d
125 N337b008dd4254719bc49d9eadbb5a3ab schema:affiliation https://www.grid.ac/institutes/grid.169077.e
126 schema:familyName Chopra
127 schema:givenName Gaurav
128 rdf:type schema:Person
129 N359842d4b4eb4b96a58513e641228c0d rdf:first sg:person.014611715215.58
130 rdf:rest Nafd0f0199592424d84f7456495c7d968
131 N36b2b17d6d2b40fcb0d7fa93489bec8a schema:name Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA
132 rdf:type schema:Organization
133 N378fa2b5c2be46f18d90ccdd6e057a16 schema:affiliation https://www.grid.ac/institutes/grid.261112.7
134 schema:familyName Cooper
135 schema:givenName Seth
136 rdf:type schema:Person
137 N390302fde6dd44e4bf6772625c1c6a85 rdf:first Nfab7fdfff4494f73b1eefe0c9016e17e
138 rdf:rest N9928d92339904513ba39bd9f769b79ba
139 N39535e8541f8491ebb0e6e1ca82ce9ec rdf:first sg:person.01352233543.98
140 rdf:rest N2d104d577d284fd7a0bffcea051982fe
141 N3c99e6bc13ae4252b2ca12aee6a9dc31 rdf:first Nbb37dc69f9c64245b1accf7ac2cd0742
142 rdf:rest Nde171a20eb304984a5b676ab09c7de9a
143 N42d04849cc424c65b690d2da80e192dc rdf:first sg:person.0704500366.66
144 rdf:rest Nbec10ecc2fbc4b3abb85fdd7a10c764d
145 N45131117218f4638b9cdf6510124f9d5 rdf:first sg:person.01350232701.27
146 rdf:rest Nd5a04f5b0e0c4332a878772df1c62c64
147 N4982d0eace4e409681a3f722f3d8be57 rdf:first Nf5e438f8fd184110af211e172c0ccc81
148 rdf:rest N7b6a4a4d1f244c0c93dafd2daca265f9
149 N4b3601cdd9a44e64bae389f9b065f563 rdf:first N6b873c67240a49669cc104d27e6f13df
150 rdf:rest N8af892a00dba462095b3456e2656b2bc
151 N4c7f16ce762144a2a83efec2d5a8ec54 schema:name Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO USA
152 Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA
153 rdf:type schema:Organization
154 N4c87e96e6a2b475a84b5013ef1f1c162 schema:affiliation Nd74d10ff0e90498baddd7d014c5c834b
155 schema:familyName Li
156 schema:givenName Jilong
157 rdf:type schema:Person
158 N4cc569ed45a14cb9a67a3b1a9fe07c1f schema:name Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA
159 rdf:type schema:Organization
160 N57bc1ab3b9b94940ad8f28fed538ddcc rdf:first sg:person.013663576360.44
161 rdf:rest N077f2b34f8ca4c9a8546e8eca45ced4f
162 N5910b78350d74c489547df668acf4934 schema:name Springer Nature - SN SciGraph project
163 rdf:type schema:Organization
164 N5e5364a369394cb98243f139cdd2b61d rdf:first sg:person.01032766165.34
165 rdf:rest Nab2baa464c594f049087e69f200d401a
166 N62bbf956a5e94118ade52bfafe2bcacd rdf:first sg:person.01367242235.30
167 rdf:rest Ne876d92cab1242418942242d37dcb87d
168 N65cc76a348b7473d8f866d67c17c6ca8 rdf:first N1fc0604137f9402e9bc10087f5aa7dfa
169 rdf:rest N5e5364a369394cb98243f139cdd2b61d
170 N6672bef779c440c79c9f297b84110fa4 rdf:first sg:person.01327411572.49
171 rdf:rest Na7d6c913adc749d7b721defb1bf44f98
172 N675880e1face4c48b67f7d298f624264 rdf:first sg:person.016457436400.86
173 rdf:rest N1cb8115627db4ac097b69b485d1724c0
174 N688bc83a19304b7e823f6adb0c36bdd2 rdf:first sg:person.013772462641.94
175 rdf:rest N42d04849cc424c65b690d2da80e192dc
176 N68f25334f5634949bc0b25b010d6dc2f rdf:first Nb9fceaf279504245b29cefc9c76ec4a8
177 rdf:rest N75b2b2f23c14479e8e8f1d1dcf7ca20b
178 N6b873c67240a49669cc104d27e6f13df schema:affiliation Na8a35ea32bcf41678ce53b081573b53e
179 schema:familyName Cao
180 schema:givenName Renzhi
181 rdf:type schema:Person
182 N6c31d52605954aa1b85211442907b6c0 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
183 schema:familyName Kloczkowski
184 schema:givenName Andrzej
185 rdf:type schema:Person
186 N6c72241439fd4d228425780efb58496c rdf:first N2faad7a7979b4e75b279a50709155883
187 rdf:rest Nf255c240f0914f4c91422db92b9b4c52
188 N6e36884c219543f7af4d58372f5540d4 rdf:first sg:person.0633637037.05
189 rdf:rest N32d427e080d345d4995bb1a55a0d0640
190 N6e7efd736c99497db1c0d1173f976f9d schema:issueNumber 1
191 rdf:type schema:PublicationIssue
192 N6efea0d0c8f5461abb43a3f6cdf9425a rdf:first sg:person.015737343476.26
193 rdf:rest Nad991b582eba4da08992573a55a03092
194 N6f4044cda2624891a46bfc25c1f46072 schema:affiliation https://www.grid.ac/institutes/grid.266686.a
195 schema:familyName Trieber
196 schema:givenName Nicholas
197 rdf:type schema:Person
198 N70090bcf882f46e58140bd6c08423ac4 rdf:first sg:person.014061133165.29
199 rdf:rest N0fc37a1188364b30b08c4e700e1ef00e
200 N71239515a9fb40559f357886fba4366d rdf:first sg:person.01067240156.78
201 rdf:rest N2eb8eb7cba3c46e2866c9f937af190eb
202 N723b98f095184fb39bb77f85954a145c rdf:first sg:person.015001576011.77
203 rdf:rest N8e1e3c8c76574b098d6ae3baf95cdf61
204 N75b2b2f23c14479e8e8f1d1dcf7ca20b rdf:first sg:person.01225134740.67
205 rdf:rest N4b3601cdd9a44e64bae389f9b065f563
206 N77798dcbf9a14f6cb57f96747f8c0788 rdf:first N09b9c2d5b5d44c1a8e979832c5232a1a
207 rdf:rest N6e36884c219543f7af4d58372f5540d4
208 N7abcad2b7bac43a290b4b539cc7825b5 schema:affiliation https://www.grid.ac/institutes/grid.266686.a
209 schema:familyName Shah
210 schema:givenName Anand
211 rdf:type schema:Person
212 N7b6a4a4d1f244c0c93dafd2daca265f9 rdf:first sg:person.01214637533.64
213 rdf:rest N8531b6ae619f4e78be6baa5526b30c88
214 N7cc6f270b9e94c79a0350ac5d6aedfc6 schema:affiliation https://www.grid.ac/institutes/grid.34477.33
215 schema:familyName Ovchinnikov
216 schema:givenName Sergey
217 rdf:type schema:Person
218 N805025f846b141379d4538ad1778766d rdf:first sg:person.0614637662.24
219 rdf:rest N71239515a9fb40559f357886fba4366d
220 N8531b6ae619f4e78be6baa5526b30c88 rdf:first sg:person.0711656454.94
221 rdf:rest Nbcc6040428ca4b9cbd1d31ad04f5b441
222 N8796e39a5da240238c0b7fbd4613cac1 schema:affiliation https://www.grid.ac/institutes/grid.34477.33
223 schema:familyName Popović
224 schema:givenName Zoran
225 rdf:type schema:Person
226 N8af892a00dba462095b3456e2656b2bc rdf:first Ne08117bd04404765bfd7cac107e80f31
227 rdf:rest Ne1b359c402674fffa1a2c77851c10e51
228 N8e1e3c8c76574b098d6ae3baf95cdf61 rdf:first sg:person.011216313411.02
229 rdf:rest Nc1c7253ef9bf4e1c9ab60e58bb9dce06
230 N9553fec097ea40469a10a34e422389b9 rdf:first sg:person.01321270220.41
231 rdf:rest Nef7cbf90d8da4f7b93f3f1f8ee6e518d
232 N9928d92339904513ba39bd9f769b79ba rdf:first sg:person.01203042662.17
233 rdf:rest N68f25334f5634949bc0b25b010d6dc2f
234 N9bd28630ee844b28b125635291bb5052 rdf:first N44ca6dde13674ba68bda1deb903df291
235 rdf:rest N9cb904d4a43d40b0be2797f4c5f005d5
236 N9cb904d4a43d40b0be2797f4c5f005d5 rdf:first sg:person.0640440204.65
237 rdf:rest rdf:nil
238 Na0152af436244985b0028231f32ec76a rdf:first sg:person.010306730323.66
239 rdf:rest N01f229f09e324df9ba969f3bd0409208
240 Na1481e55cbfe489ab4cecbfe471aaa4b rdf:first sg:person.014153640222.29
241 rdf:rest N723b98f095184fb39bb77f85954a145c
242 Na2c982ffe9e24b48bb9576e7d8e1221b schema:affiliation https://www.grid.ac/institutes/grid.27446.33
243 schema:familyName Li
244 schema:givenName Hongbo
245 rdf:type schema:Person
246 Na7d6c913adc749d7b721defb1bf44f98 rdf:first sg:person.01035766140.73
247 rdf:rest Ne8bfe7bb83f644ecab69cd094a400b74
248 Na8a35ea32bcf41678ce53b081573b53e schema:name Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA
249 rdf:type schema:Organization
250 Na9c2613d31bd48b99a5ed25c0062f623 rdf:first N378fa2b5c2be46f18d90ccdd6e057a16
251 rdf:rest Na1481e55cbfe489ab4cecbfe471aaa4b
252 Nab2baa464c594f049087e69f200d401a rdf:first sg:person.0613715430.76
253 rdf:rest N06ffb045df4041839f4c7cfeb931d716
254 Nad991b582eba4da08992573a55a03092 rdf:first N7cc6f270b9e94c79a0350ac5d6aedfc6
255 rdf:rest N2e2fab27b7564170bc3b37a6f43aced3
256 Naf0453f8cdb243e9a7ca14bd0c5dada6 rdf:first N6c31d52605954aa1b85211442907b6c0
257 rdf:rest Nc2913cbaeb8042ec8302ff1a92e0142f
258 Nafd0f0199592424d84f7456495c7d968 rdf:first sg:person.01204700435.55
259 rdf:rest N6efea0d0c8f5461abb43a3f6cdf9425a
260 Nb788e5ac44be4b44b0f3bbda692f90f5 schema:volumeNumber 8
261 rdf:type schema:PublicationVolume
262 Nb9fceaf279504245b29cefc9c76ec4a8 schema:affiliation https://www.grid.ac/institutes/grid.184769.5
263 schema:familyName Blake
264 schema:givenName Lauren
265 rdf:type schema:Person
266 Nbab177ab8d8e420bbc1b1271301a26c2 rdf:first sg:person.01337654242.38
267 rdf:rest N1444e612fd1343a29f0772ef0b58fc64
268 Nbb37dc69f9c64245b1accf7ac2cd0742 schema:affiliation https://www.grid.ac/institutes/grid.264756.4
269 schema:familyName Shah
270 schema:givenName Utkarsh
271 rdf:type schema:Person
272 Nbcc6040428ca4b9cbd1d31ad04f5b441 rdf:first Nf170bd56d1c34867b7cc4071e26dfb64
273 rdf:rest N2a036e2bba384d19b483ee565ced6873
274 Nbd8b4b4a60554abd809a996071345914 schema:name dimensions_id
275 schema:value pub.1105156433
276 rdf:type schema:PropertyValue
277 Nbe2407a754274bccac62977b73591678 schema:affiliation N4c7f16ce762144a2a83efec2d5a8ec54
278 schema:familyName Xu
279 schema:givenName Dong
280 rdf:type schema:Person
281 Nbec10ecc2fbc4b3abb85fdd7a10c764d rdf:first N010006ba9a6b4cb0a0359441ff289293
282 rdf:rest Na9c2613d31bd48b99a5ed25c0062f623
283 Nc1c7253ef9bf4e1c9ab60e58bb9dce06 rdf:first N8796e39a5da240238c0b7fbd4613cac1
284 rdf:rest Nbab177ab8d8e420bbc1b1271301a26c2
285 Nc2913cbaeb8042ec8302ff1a92e0142f rdf:first sg:person.014412336007.82
286 rdf:rest N65cc76a348b7473d8f866d67c17c6ca8
287 Nc43d32e59a2f4354af7af258d64779f6 schema:affiliation https://www.grid.ac/institutes/grid.184769.5
288 schema:familyName Dimas
289 schema:givenName Itzhel
290 rdf:type schema:Person
291 Nc6884badf47644e7b6071662040ba7c4 schema:affiliation https://www.grid.ac/institutes/grid.34980.36
292 schema:familyName Ghosh
293 schema:givenName Sambit
294 rdf:type schema:Person
295 Nd5a04f5b0e0c4332a878772df1c62c64 rdf:first N6f4044cda2624891a46bfc25c1f46072
296 rdf:rest N62bbf956a5e94118ade52bfafe2bcacd
297 Nd5d58eebad9a45948b20a7fae698a2b0 rdf:first N4c87e96e6a2b475a84b5013ef1f1c162
298 rdf:rest N05a95dee2965464789f7a38f18e975d0
299 Nd74d10ff0e90498baddd7d014c5c834b schema:name Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA
300 rdf:type schema:Organization
301 Nd9ca6da5fcd64bceac807b5024d17c7c schema:name readcube_id
302 schema:value ea40b36c251ec70db84d8d6f256f452cc3aa152b93628aa6e908188ddaed124a
303 rdf:type schema:PropertyValue
304 Ndb80734fdcdd47328c2ea9d497b62f24 schema:affiliation https://www.grid.ac/institutes/grid.34477.33
305 schema:familyName Baker
306 schema:givenName David
307 rdf:type schema:Person
308 Nde171a20eb304984a5b676ab09c7de9a rdf:first sg:person.015407275615.08
309 rdf:rest Nfb493fd2983641379cc0197465da1333
310 Ne08117bd04404765bfd7cac107e80f31 schema:affiliation https://www.grid.ac/institutes/grid.34980.36
311 schema:familyName Dhanasekaran
312 schema:givenName B. K.
313 rdf:type schema:Person
314 Ne1b359c402674fffa1a2c77851c10e51 rdf:first Nc43d32e59a2f4354af7af258d64779f6
315 rdf:rest N675880e1face4c48b67f7d298f624264
316 Ne63b1e889eff4ede897bb6cea3d72083 schema:affiliation https://www.grid.ac/institutes/grid.34477.33
317 schema:familyName Kim
318 schema:givenName David E.
319 rdf:type schema:Person
320 Ne876d92cab1242418942242d37dcb87d rdf:first N0025891cbb42443c916c2477add45543
321 rdf:rest N04800bac6c78406087afaceba64ccba6
322 Ne8bfe7bb83f644ecab69cd094a400b74 rdf:first sg:person.0730754163.20
323 rdf:rest N45131117218f4638b9cdf6510124f9d5
324 Nef77fa05285f4fec951ffce1e43500a9 schema:name nlm_unique_id
325 schema:value 101563288
326 rdf:type schema:PropertyValue
327 Nef7cbf90d8da4f7b93f3f1f8ee6e518d rdf:first Nbe2407a754274bccac62977b73591678
328 rdf:rest N9bd28630ee844b28b125635291bb5052
329 Nf170bd56d1c34867b7cc4071e26dfb64 schema:affiliation https://www.grid.ac/institutes/grid.266096.d
330 schema:familyName He
331 schema:givenName Yi
332 rdf:type schema:Person
333 Nf241a5466aee41668d35c4efd22d00c8 schema:name pubmed_id
334 schema:value 29967418
335 rdf:type schema:PropertyValue
336 Nf255c240f0914f4c91422db92b9b4c52 rdf:first N034bb83c40a44eacbc1b0de6e2962f35
337 rdf:rest N104a7de7a0394f4fa1d2ec54279876ad
338 Nf5e438f8fd184110af211e172c0ccc81 schema:affiliation https://www.grid.ac/institutes/grid.34980.36
339 schema:familyName Ghosh
340 schema:givenName Soma
341 rdf:type schema:Person
342 Nf71ea9b308904c8281ba515848fdde7d schema:name doi
343 schema:value 10.1038/s41598-018-26812-8
344 rdf:type schema:PropertyValue
345 Nfab7fdfff4494f73b1eefe0c9016e17e schema:affiliation N36b2b17d6d2b40fcb0d7fa93489bec8a
346 schema:familyName Adhikari
347 schema:givenName Badri
348 rdf:type schema:Person
349 Nfb493fd2983641379cc0197465da1333 rdf:first sg:person.01321127035.66
350 rdf:rest N6672bef779c440c79c9f297b84110fa4
351 anzsrc-for:08 schema:inDefinedTermSet anzsrc-for:
352 schema:name Information and Computing Sciences
353 rdf:type schema:DefinedTerm
354 anzsrc-for:0801 schema:inDefinedTermSet anzsrc-for:
355 schema:name Artificial Intelligence and Image Processing
356 rdf:type schema:DefinedTerm
357 sg:grant.2362656 http://pending.schema.org/fundedItem sg:pub.10.1038/s41598-018-26812-8
358 rdf:type schema:MonetaryGrant
359 sg:grant.2508604 http://pending.schema.org/fundedItem sg:pub.10.1038/s41598-018-26812-8
360 rdf:type schema:MonetaryGrant
361 sg:grant.2514576 http://pending.schema.org/fundedItem sg:pub.10.1038/s41598-018-26812-8
362 rdf:type schema:MonetaryGrant
363 sg:grant.2519836 http://pending.schema.org/fundedItem sg:pub.10.1038/s41598-018-26812-8
364 rdf:type schema:MonetaryGrant
365 sg:grant.2520813 http://pending.schema.org/fundedItem sg:pub.10.1038/s41598-018-26812-8
366 rdf:type schema:MonetaryGrant
367 sg:grant.2521598 http://pending.schema.org/fundedItem sg:pub.10.1038/s41598-018-26812-8
368 rdf:type schema:MonetaryGrant
369 sg:grant.3115981 http://pending.schema.org/fundedItem sg:pub.10.1038/s41598-018-26812-8
370 rdf:type schema:MonetaryGrant
371 sg:grant.4241869 http://pending.schema.org/fundedItem sg:pub.10.1038/s41598-018-26812-8
372 rdf:type schema:MonetaryGrant
373 sg:grant.4716442 http://pending.schema.org/fundedItem sg:pub.10.1038/s41598-018-26812-8
374 rdf:type schema:MonetaryGrant
375 sg:grant.4729427 http://pending.schema.org/fundedItem sg:pub.10.1038/s41598-018-26812-8
376 rdf:type schema:MonetaryGrant
377 sg:grant.6810480 http://pending.schema.org/fundedItem sg:pub.10.1038/s41598-018-26812-8
378 rdf:type schema:MonetaryGrant
379 sg:grant.7124064 http://pending.schema.org/fundedItem sg:pub.10.1038/s41598-018-26812-8
380 rdf:type schema:MonetaryGrant
381 sg:grant.7173476 http://pending.schema.org/fundedItem sg:pub.10.1038/s41598-018-26812-8
382 rdf:type schema:MonetaryGrant
383 sg:journal.1045337 schema:issn 2045-2322
384 schema:name Scientific Reports
385 rdf:type schema:Periodical
386 sg:person.010306730323.66 schema:affiliation https://www.grid.ac/institutes/grid.9435.b
387 schema:familyName Maghrabi
388 schema:givenName Ali Hassan A.
389 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010306730323.66
390 rdf:type schema:Person
391 sg:person.01032766165.34 schema:affiliation https://www.grid.ac/institutes/grid.5386.8
392 schema:familyName Scheraga
393 schema:givenName Harold
394 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01032766165.34
395 rdf:type schema:Person
396 sg:person.01035766140.73 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
397 schema:familyName Ślusarz
398 schema:givenName Rafal
399 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01035766140.73
400 rdf:type schema:Person
401 sg:person.010407376521.12 schema:affiliation https://www.grid.ac/institutes/grid.264756.4
402 schema:familyName Floudas
403 schema:givenName Christodoulos
404 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010407376521.12
405 rdf:type schema:Person
406 sg:person.01057072255.25 schema:affiliation https://www.grid.ac/institutes/grid.240344.5
407 schema:familyName Faraggi
408 schema:givenName Eshel
409 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01057072255.25
410 rdf:type schema:Person
411 sg:person.01067240156.78 schema:affiliation https://www.grid.ac/institutes/grid.31501.36
412 schema:familyName Lee
413 schema:givenName Gyu Rie
414 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01067240156.78
415 rdf:type schema:Person
416 sg:person.01103116040.26 schema:affiliation https://www.grid.ac/institutes/grid.214458.e
417 schema:familyName Zhang
418 schema:givenName Yang
419 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01103116040.26
420 rdf:type schema:Person
421 sg:person.011216313411.02 schema:affiliation https://www.grid.ac/institutes/grid.34477.33
422 schema:familyName Koepnick
423 schema:givenName Brian
424 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011216313411.02
425 rdf:type schema:Person
426 sg:person.01201601617.05 schema:affiliation https://www.grid.ac/institutes/grid.7489.2
427 schema:familyName Keasar
428 schema:givenName Chen
429 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01201601617.05
430 rdf:type schema:Person
431 sg:person.01203042662.17 schema:affiliation https://www.grid.ac/institutes/grid.252546.2
432 schema:familyName Bhattacharya
433 schema:givenName Debswapna
434 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01203042662.17
435 rdf:type schema:Person
436 sg:person.01204700435.55 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
437 schema:familyName Mozolewska
438 schema:givenName Magdalena A.
439 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01204700435.55
440 rdf:type schema:Person
441 sg:person.01214637533.64 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
442 schema:familyName Giełdoń
443 schema:givenName Artur
444 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01214637533.64
445 rdf:type schema:Person
446 sg:person.01225134740.67 schema:affiliation https://www.grid.ac/institutes/grid.11899.38
447 schema:familyName Bortot
448 schema:givenName Leandro Oliveira
449 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01225134740.67
450 rdf:type schema:Person
451 sg:person.01302601635.22 schema:affiliation https://www.grid.ac/institutes/grid.418140.8
452 schema:familyName Mirdita
453 schema:givenName Milot
454 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01302601635.22
455 rdf:type schema:Person
456 sg:person.01315625355.82 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
457 schema:familyName Liwo
458 schema:givenName Adam
459 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01315625355.82
460 rdf:type schema:Person
461 sg:person.01321127035.66 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
462 schema:familyName Sieradzan
463 schema:givenName Adam K.
464 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01321127035.66
465 rdf:type schema:Person
466 sg:person.01321270220.41 schema:affiliation https://www.grid.ac/institutes/grid.34980.36
467 schema:familyName Vishveshwara
468 schema:givenName Saraswathi
469 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01321270220.41
470 rdf:type schema:Person
471 sg:person.01327411572.49 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
472 schema:familyName Ślusarz
473 schema:givenName Magdalena
474 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01327411572.49
475 rdf:type schema:Person
476 sg:person.01337654242.38 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
477 schema:familyName Zaborowski
478 schema:givenName Bartlomiej
479 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01337654242.38
480 rdf:type schema:Person
481 sg:person.01345666522.24 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
482 schema:familyName Lipska
483 schema:givenName Agnieszka
484 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01345666522.24
485 rdf:type schema:Person
486 sg:person.01350232701.27 schema:affiliation https://www.grid.ac/institutes/grid.264756.4
487 schema:familyName Tamamis
488 schema:givenName Phanourios
489 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01350232701.27
490 rdf:type schema:Person
491 sg:person.01352233543.98 schema:affiliation https://www.grid.ac/institutes/grid.5640.7
492 schema:familyName Wallner
493 schema:givenName Björn
494 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01352233543.98
495 rdf:type schema:Person
496 sg:person.01352661554.45 schema:affiliation https://www.grid.ac/institutes/grid.31501.36
497 schema:familyName Heo
498 schema:givenName Lim
499 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01352661554.45
500 rdf:type schema:Person
501 sg:person.013663576360.44 schema:affiliation https://www.grid.ac/institutes/grid.11899.38
502 schema:familyName Delbem
503 schema:givenName Alexandre Cláudio Botazzo
504 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013663576360.44
505 rdf:type schema:Person
506 sg:person.01367242235.30 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
507 schema:familyName Wirecki
508 schema:givenName Tomasz
509 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01367242235.30
510 rdf:type schema:Person
511 sg:person.013772462641.94 schema:affiliation https://www.grid.ac/institutes/grid.1006.7
512 schema:familyName Bacardit
513 schema:givenName Jaume
514 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013772462641.94
515 rdf:type schema:Person
516 sg:person.014061133165.29 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
517 schema:familyName Ganzynkowicz
518 schema:givenName Robert
519 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014061133165.29
520 rdf:type schema:Person
521 sg:person.014153640222.29 schema:affiliation https://www.grid.ac/institutes/grid.11899.38
522 schema:familyName Defelicibus
523 schema:givenName Alexandre
524 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014153640222.29
525 rdf:type schema:Person
526 sg:person.014412336007.82 schema:affiliation https://www.grid.ac/institutes/grid.11451.30
527 schema:familyName Ołdziej
528 schema:givenName Stanislaw
529 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014412336007.82
530 rdf:type schema:Person
531 sg:person.014611715215.58 schema:affiliation https://www.grid.ac/institutes/grid.155203.0
532 schema:familyName Mirzaei
533 schema:givenName Shokoufeh
534 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014611715215.58
535 rdf:type schema:Person
536 sg:person.015001576011.77 schema:affiliation https://www.grid.ac/institutes/grid.34477.33
537 schema:familyName Flatten
538 schema:givenName Jeff
539 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015001576011.77
540 rdf:type schema:Person
541 sg:person.015407275615.08 schema:affiliation https://www.grid.ac/institutes/grid.7489.2
542 schema:familyName Sidi
543 schema:givenName Tomer
544 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015407275615.08
545 rdf:type schema:Person
546 sg:person.015737343476.26 schema:affiliation https://www.grid.ac/institutes/grid.264756.4
547 schema:familyName Onel
548 schema:givenName Melis
549 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015737343476.26
550 rdf:type schema:Person
551 sg:person.016457436400.86 schema:affiliation https://www.grid.ac/institutes/grid.11899.38
552 schema:familyName Faccioli
553 schema:givenName Rodrigo Antonio
554 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016457436400.86
555 rdf:type schema:Person
556 sg:person.0606645364.59 schema:affiliation https://www.grid.ac/institutes/grid.9435.b
557 schema:familyName McGuffin
558 schema:givenName Liam J.
559 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0606645364.59
560 rdf:type schema:Person
561 sg:person.0613715430.76 schema:affiliation https://www.grid.ac/institutes/grid.31501.36
562 schema:familyName Seok
563 schema:givenName Chaok
564 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0613715430.76
565 rdf:type schema:Person
566 sg:person.0614637662.24 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
567 schema:familyName Krupa
568 schema:givenName Pawel
569 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0614637662.24
570 rdf:type schema:Person
571 sg:person.0620674555.17 schema:affiliation N4cc569ed45a14cb9a67a3b1a9fe07c1f
572 schema:familyName Cheng
573 schema:givenName Jianlin
574 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0620674555.17
575 rdf:type schema:Person
576 sg:person.0633637037.05 schema:affiliation https://www.grid.ac/institutes/grid.264756.4
577 schema:familyName Kieslich
578 schema:givenName Chris
579 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0633637037.05
580 rdf:type schema:Person
581 sg:person.0640440204.65 schema:affiliation https://www.grid.ac/institutes/grid.27860.3b
582 schema:familyName Crivelli
583 schema:givenName Silvia N.
584 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0640440204.65
585 rdf:type schema:Person
586 sg:person.0657251132.16 schema:affiliation https://www.grid.ac/institutes/grid.266686.a
587 schema:familyName Khatib
588 schema:givenName Firas
589 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0657251132.16
590 rdf:type schema:Person
591 sg:person.0661416517.03 schema:affiliation https://www.grid.ac/institutes/grid.418140.8
592 schema:familyName Söding
593 schema:givenName Johannes
594 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0661416517.03
595 rdf:type schema:Person
596 sg:person.0674003623.12 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
597 schema:familyName Czaplewski
598 schema:givenName Cezary
599 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0674003623.12
600 rdf:type schema:Person
601 sg:person.0704500366.66 schema:affiliation https://www.grid.ac/institutes/grid.11451.30
602 schema:familyName Baranowski
603 schema:givenName Maciej
604 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0704500366.66
605 rdf:type schema:Person
606 sg:person.0711656454.94 schema:affiliation https://www.grid.ac/institutes/grid.8585.0
607 schema:familyName Golon
608 schema:givenName Lukasz
609 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0711656454.94
610 rdf:type schema:Person
611 sg:person.0730754163.20 schema:affiliation https://www.grid.ac/institutes/grid.16750.35
612 schema:familyName Smadbeck
613 schema:givenName James
614 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0730754163.20
615 rdf:type schema:Person
616 sg:pub.10.1038/nsmb.2119 schema:sameAs https://app.dimensions.ai/details/publication/pub.1053686293
617 https://doi.org/10.1038/nsmb.2119
618 rdf:type schema:CreativeWork
619 sg:pub.10.1186/1471-2105-13-224 schema:sameAs https://app.dimensions.ai/details/publication/pub.1043899154
620 https://doi.org/10.1186/1471-2105-13-224
621 rdf:type schema:CreativeWork
622 https://doi.org/10.1002/cpe.3270 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012131053
623 rdf:type schema:CreativeWork
624 https://doi.org/10.1002/prot.22781 schema:sameAs https://app.dimensions.ai/details/publication/pub.1023421798
625 rdf:type schema:CreativeWork
626 https://doi.org/10.1002/prot.23184 schema:sameAs https://app.dimensions.ai/details/publication/pub.1015524558
627 rdf:type schema:CreativeWork
628 https://doi.org/10.1002/prot.24167 schema:sameAs https://app.dimensions.ai/details/publication/pub.1010068706
629 rdf:type schema:CreativeWork
630 https://doi.org/10.1002/prot.24341 schema:sameAs https://app.dimensions.ai/details/publication/pub.1023839130
631 rdf:type schema:CreativeWork
632 https://doi.org/10.1002/prot.24452 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012749447
633 rdf:type schema:CreativeWork
634 https://doi.org/10.1002/prot.24454 schema:sameAs https://app.dimensions.ai/details/publication/pub.1050779201
635 rdf:type schema:CreativeWork
636 https://doi.org/10.1002/prot.24459 schema:sameAs https://app.dimensions.ai/details/publication/pub.1040782092
637 rdf:type schema:CreativeWork
638 https://doi.org/10.1002/prot.24538 schema:sameAs https://app.dimensions.ai/details/publication/pub.1039486498
639 rdf:type schema:CreativeWork
640 https://doi.org/10.1002/prot.24858 schema:sameAs https://app.dimensions.ai/details/publication/pub.1023737261
641 rdf:type schema:CreativeWork
642 https://doi.org/10.1002/prot.25064 schema:sameAs https://app.dimensions.ai/details/publication/pub.1045557613
643 rdf:type schema:CreativeWork
644 https://doi.org/10.1002/prot.340230303 schema:sameAs https://app.dimensions.ai/details/publication/pub.1020261308
645 rdf:type schema:CreativeWork
646 https://doi.org/10.1016/j.bpj.2011.09.012 schema:sameAs https://app.dimensions.ai/details/publication/pub.1040059078
647 rdf:type schema:CreativeWork
648 https://doi.org/10.1016/j.sbi.2005.05.011 schema:sameAs https://app.dimensions.ai/details/publication/pub.1003898990
649 rdf:type schema:CreativeWork
650 https://doi.org/10.1016/j.str.2013.08.005 schema:sameAs https://app.dimensions.ai/details/publication/pub.1026382444
651 rdf:type schema:CreativeWork
652 https://doi.org/10.1021/acs.jcim.5b00566 schema:sameAs https://app.dimensions.ai/details/publication/pub.1055098242
653 rdf:type schema:CreativeWork
654 https://doi.org/10.1073/pnas.1314045110 schema:sameAs https://app.dimensions.ai/details/publication/pub.1014807483
655 rdf:type schema:CreativeWork
656 https://doi.org/10.1093/bioinformatics/btn014 schema:sameAs https://app.dimensions.ai/details/publication/pub.1019179263
657 rdf:type schema:CreativeWork
658 https://doi.org/10.1093/bioinformatics/btr268 schema:sameAs https://app.dimensions.ai/details/publication/pub.1028870856
659 rdf:type schema:CreativeWork
660 https://doi.org/10.1093/bioinformatics/bts472 schema:sameAs https://app.dimensions.ai/details/publication/pub.1023726491
661 rdf:type schema:CreativeWork
662 https://doi.org/10.1093/nar/28.1.235 schema:sameAs https://app.dimensions.ai/details/publication/pub.1035055456
663 rdf:type schema:CreativeWork
664 https://doi.org/10.1093/nar/gki408 schema:sameAs https://app.dimensions.ai/details/publication/pub.1010393487
665 rdf:type schema:CreativeWork
666 https://doi.org/10.1093/nar/gkt458 schema:sameAs https://app.dimensions.ai/details/publication/pub.1014439208
667 rdf:type schema:CreativeWork
668 https://doi.org/10.1093/nar/gkw1099 schema:sameAs https://app.dimensions.ai/details/publication/pub.1022885794
669 rdf:type schema:CreativeWork
670 https://doi.org/10.1093/nar/gkx332 schema:sameAs https://app.dimensions.ai/details/publication/pub.1085087763
671 rdf:type schema:CreativeWork
672 https://doi.org/10.1109/cluster.2013.6702698 schema:sameAs https://app.dimensions.ai/details/publication/pub.1093255807
673 rdf:type schema:CreativeWork
674 https://doi.org/10.1109/tcbb.2016.2602269 schema:sameAs https://app.dimensions.ai/details/publication/pub.1061541689
675 rdf:type schema:CreativeWork
676 https://doi.org/10.1126/science.1113801 schema:sameAs https://app.dimensions.ai/details/publication/pub.1062452308
677 rdf:type schema:CreativeWork
678 https://doi.org/10.1201/9781420059564.ch8 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052613256
679 rdf:type schema:CreativeWork
680 https://doi.org/10.2174/1389203716666150923105727 schema:sameAs https://app.dimensions.ai/details/publication/pub.1069179754
681 rdf:type schema:CreativeWork
682 https://www.grid.ac/institutes/grid.1006.7 schema:alternateName Newcastle University
683 schema:name Interdisciplinary Computing and Complex BioSystems (ICOS) research group, School of Computing, Newcastle University, Newcastle-upon-Tyne, UK
684 rdf:type schema:Organization
685 https://www.grid.ac/institutes/grid.11451.30 schema:alternateName Gdańsk Medical University
686 schema:name Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, Gdańsk, Poland
687 rdf:type schema:Organization
688 https://www.grid.ac/institutes/grid.11899.38 schema:alternateName University of Sao Paulo
689 schema:name Institute of Mathematical and Computer Sciences, University of São Paulo, São Paulo, Brazil
690 Laboratory of Biological Physics, Faculty of Pharmaceutical Sciences at Ribeirão Preto, University of São Paulo, São Paulo, Brazil
691 rdf:type schema:Organization
692 https://www.grid.ac/institutes/grid.155203.0 schema:alternateName California State Polytechnic University
693 schema:name California State Polytechnic University, Pomona, CA USA
694 Lawrence Berkeley National Laboratory, Berkeley, CA USA
695 rdf:type schema:Organization
696 https://www.grid.ac/institutes/grid.16750.35 schema:alternateName Princeton University
697 schema:name Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ USA
698 rdf:type schema:Organization
699 https://www.grid.ac/institutes/grid.168010.e schema:alternateName Stanford University
700 schema:name Department of Structural Biology, School of Medicine, Stanford University, Stanford, CA USA
701 rdf:type schema:Organization
702 https://www.grid.ac/institutes/grid.169077.e schema:alternateName Purdue University
703 schema:name Department of Chemistry, College of Science, Purdue University, West Lafayette, IN USA
704 Purdue Center for Cancer Research, Purdue University, West Lafayette, IN USA
705 Purdue Institute for Drug Discovery, Purdue University, West Lafayette, IN USA
706 Purdue Institute for Inflammation, Immunology and Infectious Disease, Purdue University, West Lafayette, IN USA
707 Purdue Institute for Integrative Neuroscience, Purdue University, West Lafayette, IN USA
708 rdf:type schema:Organization
709 https://www.grid.ac/institutes/grid.184769.5 schema:alternateName Lawrence Berkeley National Laboratory
710 schema:name Lawrence Berkeley National Laboratory, Berkeley, CA USA
711 rdf:type schema:Organization
712 https://www.grid.ac/institutes/grid.214458.e schema:alternateName University of Michigan–Ann Arbor
713 schema:name Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI USA
714 rdf:type schema:Organization
715 https://www.grid.ac/institutes/grid.240344.5 schema:alternateName Nationwide Children's Hospital
716 schema:name Batelle Center for Mathematical Medicine, The Research Institute at Nationwide Children’s Hospital, Columbus, OH USA
717 Department of Biochemistry and Molecular Biology, IU School of Medicine, Indianapolis, IN USA
718 Research and Information Systems, LLC, Carmel, IN USA
719 rdf:type schema:Organization
720 https://www.grid.ac/institutes/grid.252546.2 schema:alternateName Auburn University
721 schema:name Department of Computer Science and Software Engineering, Auburn University, Auburn, AL USA
722 Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA
723 rdf:type schema:Organization
724 https://www.grid.ac/institutes/grid.261112.7 schema:alternateName Northeastern University
725 schema:name College of Computer and Information Science, Northeastern University, Boston, MA USA
726 rdf:type schema:Organization
727 https://www.grid.ac/institutes/grid.264756.4 schema:alternateName Texas A&M University
728 schema:name Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX USA
729 Texas A&M Energy Institute, Texas A&M University, College Station, TX USA
730 rdf:type schema:Organization
731 https://www.grid.ac/institutes/grid.266096.d schema:alternateName University of California, Merced
732 schema:name School of Engineering, University of California, Merced, CA USA
733 rdf:type schema:Organization
734 https://www.grid.ac/institutes/grid.266686.a schema:alternateName University of Massachusetts Dartmouth
735 schema:name Department of Computer and Information Science, University of Massachusetts Dartmouth, MA, USA
736 rdf:type schema:Organization
737 https://www.grid.ac/institutes/grid.27446.33 schema:alternateName Northeast Normal University
738 schema:name Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO USA
739 Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO USA
740 School of Computer Science and Information Technology, NorthEast Normal University, Changchun, China
741 rdf:type schema:Organization
742 https://www.grid.ac/institutes/grid.27860.3b schema:alternateName University of California, Davis
743 schema:name Department of Computer Science, University of California, Davis, CA USA
744 Lawrence Berkeley National Laboratory, Berkeley, CA USA
745 rdf:type schema:Organization
746 https://www.grid.ac/institutes/grid.31501.36 schema:alternateName Seoul National University
747 schema:name Department of Chemistry, Seoul National University, Seoul, Republic of Korea
748 rdf:type schema:Organization
749 https://www.grid.ac/institutes/grid.34477.33 schema:alternateName University of Washington
750 schema:name Center for Game Science, Department of Computer Science & Engineering, University of Washington, Seattle, WA USA
751 Department of Biochemistry, University of Washington, Seattle, WA USA
752 Howard Hughes Medical Institute, University of Washington, Seattle, WA USA
753 Institute for Protein Design, University of Washington, Seattle, WA USA
754 rdf:type schema:Organization
755 https://www.grid.ac/institutes/grid.34980.36 schema:alternateName Indian Institute of Science Bangalore
756 schema:name Molecular Biophysics Unit and IISC Mathematics Initiative, Indian Institute of Science, Bangalore, India
757 rdf:type schema:Organization
758 https://www.grid.ac/institutes/grid.418140.8 schema:alternateName Max Planck Institute for Biophysical Chemistry
759 schema:name Max Planck Institute for Biophysical Chemistry, Göttingen, Germany
760 rdf:type schema:Organization
761 https://www.grid.ac/institutes/grid.5386.8 schema:alternateName Cornell University
762 schema:name Baker Laboratory of Chemistry and Chemical Biology, Cornell University, Ithaca, NY USA
763 rdf:type schema:Organization
764 https://www.grid.ac/institutes/grid.5640.7 schema:alternateName Linköping University
765 schema:name Division of Bioinformatics, Department of Physics, Chemistry, and Biology, Linköping University, Linköping, Sweden
766 rdf:type schema:Organization
767 https://www.grid.ac/institutes/grid.7489.2 schema:alternateName Ben-Gurion University of the Negev
768 schema:name Department of Computer Science, Ben Gurion University of the Negev, Be’er sheva, Israel
769 rdf:type schema:Organization
770 https://www.grid.ac/institutes/grid.8585.0 schema:alternateName University of Gdańsk
771 schema:name Faculty of Chemistry, University of Gdansk, Gdańsk, Poland
772 rdf:type schema:Organization
773 https://www.grid.ac/institutes/grid.9435.b schema:alternateName University of Reading
774 schema:name Biomedical Sciences Division, School of Biological Sciences, University of Reading, Reading, RG6 6AS UK
775 rdf:type schema:Organization
 




Preview window. Press ESC to close (or click here)


...