Author

Jin Seop Lee

University of TorontoORCID 0000-0003-0419-6576Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:deconvolution· 1 Approach:deep learning· 1 Approach:diffusion model· 1 Research Focus:imputation· 1 Research Focus:protein design· 1 Assay:protein structure· 1

Frequent Co-Authors

Ji‐Sun KimiD· 1 shared Philip M. KimiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Ji‐Sun KimORCID

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1 paper

Recent·Most cited

BioinformaticsNature Computational SciencePeer-reviewedMay 4, 2023

ProteinSGM: Score-based generative modeling for de novo protein design

Jin Seop Lee, Ji‐Sun Kim, Philip M. Kim

This paper introduces ProteinSGM, a score-based diffusion model for de novo protein design, showing it can generate native-like structures and perform conditional design.

94 citationstop 1%

protein structurediffusion model

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