Integrating text mining and knowledge graph to enhance biopharmaceutical process optimization

• Shovan Bhowmik ,

  Contributed equally to this work with: Shovan Bhowmik, Manju Anandakrishnan

  Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Computer and Information Sciences, University of Delaware, Newark, Delaware, United States of America

  https://orcid.org/0000-0001-7218-9875

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• Manju Anandakrishnan ,

  Contributed equally to this work with: Shovan Bhowmik, Manju Anandakrishnan

  Roles Data curation, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Center for Bioinformatics and Computational Biology, University of Delaware, Newark, Delaware, United States of America

  https://orcid.org/0009-0004-7979-476X

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• Leah Klein,

  Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

  Affiliation Waters Corporation, Milford, Massachusetts, United States of America

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• Cecilia Arighi,

  Roles Data curation, Investigation, Resources, Supervision, Validation, Writing – review & editing

  Affiliations Department of Computer and Information Sciences, University of Delaware, Newark, Delaware, United States of America, Center for Bioinformatics and Computational Biology, University of Delaware, Newark, Delaware, United States of America

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• Marisa Gioioso,

  Roles Project administration, Supervision, Writing – review & editing

  Affiliation Waters Corporation, Milford, Massachusetts, United States of America

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• Cathy Wu,

  Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – review & editing

  Affiliations Department of Computer and Information Sciences, University of Delaware, Newark, Delaware, United States of America, Center for Bioinformatics and Computational Biology, University of Delaware, Newark, Delaware, United States of America, Data Science Institute, University of Delaware, Newark, Delaware, United States of America

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• Austin Brockmeier,

  Roles Conceptualization, Funding acquisition, Project administration, Writing – review & editing

  Affiliations Department of Computer and Information Sciences, University of Delaware, Newark, Delaware, United States of America, Data Science Institute, University of Delaware, Newark, Delaware, United States of America, Department of Electrical and Computer Engineering, University of Delaware, Newark, Delaware, United States of America, Center for Biomedical and Brain Imaging, University of Delaware, Newark, Delaware, United States of America

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• K. Vijay-Shanker,

  Roles Conceptualization, Funding acquisition, Project administration, Supervision, Validation, Writing – review & editing

  Affiliation Department of Computer and Information Sciences, University of Delaware, Newark, Delaware, United States of America

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• Chuming Chen

  Roles Conceptualization, Data curation, Investigation, Methodology, Resources, Software, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: chenc@udel.edu

  Affiliations Department of Computer and Information Sciences, University of Delaware, Newark, Delaware, United States of America, Center for Bioinformatics and Computational Biology, University of Delaware, Newark, Delaware, United States of America, Data Science Institute, University of Delaware, Newark, Delaware, United States of America

  https://orcid.org/0000-0002-7287-9013

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