Author

M. W. Kwak

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:proteomics· 1

Frequent Co-Authors

C. Kim· 1 shared E. Kang· 1 shared E. Park· 1 shared J. Kim· 1 shared S.-w. Seo· 1 shared T. H. Kang· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioengineering

C. Kim

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1 paper

Recent·Most cited

ACCELERATING ANTIBODY DESIGN WITH ACTIVE LEARNING

S.-w. Seo, M. W. Kwak, E. Kang, C. Kim, E. Park, T. H. Kang, J. Kim

The paper develops a sequence generation model using transfer and active learning to efficiently discover binding antibodies with novel HCDR3 regions, requiring only six thousand data points per antigen.

bioRxiv · Sep 12, 2022 · PreprintBioengineering