Generative protein design

Biotechnology & Synthetic BiologyUpdated Aug 20, 2026Version v1

Evidence

Public papers linked to this topic and used as evidence for gaps, timelines, and knowledge views.

32 papers

Showing 13-24 of total 32 evidence records.

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2023OpenAlexSupporting evidence230 citations

Pablo Gaínza; Sarah Wehrle; Alexandra Van Hall‐Beauvais; Anthony Marchand; Andreas Scheck; Zander Harteveld; Stephen Buckley; Dongchun Ni; Shuguang Tan; Freyr Sverrisson; Casper A. Goverde; Priscilla Turelli; Charlène Raclot; Alexandra Teslenko; Martin Pačesa; Stéphane Rosset; Sandrine Georgeon; Jane Marsden; Aaron S. Petruzzella; Kefang Liu; Zepeng Xu; Yan Chai; Pu Han; George F. Gao; Elisa Oricchio; Beat Fierz; Didier Trono; Henning Stahlberg; Michael M. Bronstein; Bruno E. Correia

Apr 26, 2023Nature

2023OpenAlexSupporting evidence230 citations

De novo design of protein interactions with learned surface fingerprints

Apr 26, 2023Nature

2021OpenAlexSupporting evidence46K citations

Highly accurate protein structure prediction with AlphaFold

John Jumper; Richard Evans; Alexander Pritzel; Tim Green; Michael Figurnov; Olaf Ronneberger; Kathryn Tunyasuvunakool; Russ Bates; Augustin Žídek; Anna Potapenko; Alex Bridgland; Clemens Meyer; Simon Köhl; Andrew J. Ballard; Andrew Cowie; Bernardino Romera‐Paredes; Stanislav Nikolov; Rishub Jain; Jonas Adler; Trevor Back; Stig Petersen; David Reiman; Ellen Clancy; Michał Zieliński; Martin Steinegger; Michalina Pacholska; Tamas Berghammer; Sebastian W. Bodenstein; David Silver; Oriol Vinyals; Andrew Senior; Koray Kavukcuoglu; Pushmeet Kohli; Demis Hassabis

Jul 15, 2021Nature

2021OpenAlexSupporting evidence46K citations

Highly accurate protein structure prediction with AlphaFold

Jul 15, 2021Nature

2021OpenAlexSupporting evidence86 citations

De Novo Molecule Design Through the Molecular Generative Model Conditioned by 3D Information of Protein Binding Sites

Mingyuan Xu; Ting Ran; Hongming Chen

Jul 1, 2021Journal of Chemical Information and Modeling

2021OpenAlexSupporting evidence86 citations

De Novo Molecule Design Through the Molecular Generative Model Conditioned by 3D Information of Protein Binding Sites

Mingyuan Xu; Ting Ran; Hongming Chen

Jul 1, 2021Journal of Chemical Information and Modeling

2020CrossrefSupporting evidence95 citations

Relevant Applications of Generative Adversarial Networks in Drug Design and Discovery: Molecular De Novo Design, Dimensionality Reduction, and De Novo Peptide and Protein Design

Eugene Lin; Chieh-Hsin Lin; Hsien-Yuan Lane

Jul 16, 2020Molecules

2020CrossrefSupporting evidence95 citations

Relevant Applications of Generative Adversarial Networks in Drug Design and Discovery: Molecular De Novo Design, Dimensionality Reduction, and De Novo Peptide and Protein Design

Eugene Lin; Chieh-Hsin Lin; Hsien-Yuan Lane

Jul 16, 2020Molecules

2020OpenAlexSupporting evidence272 citations

Deep Generative Models for 3D Linker Design

Fergus Imrie; A.R. Bradley; Mihaela van der Schaar; Charlotte M. Deane

Mar 20, 2020Journal of Chemical Information and Modeling

2020OpenAlexSupporting evidence272 citations

Deep Generative Models for 3D Linker Design

Fergus Imrie; A.R. Bradley; Mihaela van der Schaar; Charlotte M. Deane

Mar 20, 2020Journal of Chemical Information and Modeling

2020CrossrefSupporting evidence147 citations

Machine learning techniques for protein function prediction

Rosalin Bonetta; Gianluca Valentino

Mar 1, 2020Proteins: Structure, Function, and Bioinformatics

2020CrossrefSupporting evidence147 citations

Machine learning techniques for protein function prediction

Rosalin Bonetta; Gianluca Valentino

Mar 1, 2020Proteins: Structure, Function, and Bioinformatics