Dowker complex based machine learning (DCML) models for protein-ligand binding affinity prediction

• Xiang Liu,

  Roles Data curation, Formal analysis, Methodology, Validation, Visualization, Writing – review & editing

  Affiliations Division of Mathematical Sciences, School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore, Chern Institute of Mathematics and LPMC, Nankai University, Tianjin, China, Center for Topology and Geometry Based Technology, Hebei Normal University, Hebei, China

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• Huitao Feng,

  Roles Resources, Writing – review & editing

  Affiliations Chern Institute of Mathematics and LPMC, Nankai University, Tianjin, China, Mathematical Science Research Center, Chongqing University of Technology, Chongqing, China

  https://orcid.org/0000-0002-7852-1530

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• Jie Wu,

  Roles Resources, Writing – review & editing

  Affiliations Center for Topology and Geometry Based Technology, Hebei Normal University, Hebei, China, School of Mathematical Sciences, Hebei Normal University, Hebei, China

  https://orcid.org/0000-0003-2445-6750

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• Kelin Xia

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: xiakelin@ntu.edu.sg

  Affiliation Division of Mathematical Sciences, School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore

  https://orcid.org/0000-0003-4183-0943

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