Author

Aditya Shrawat

Case Western Reserve UniversityORCID 0000-0002-6115-552XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Chuanpeng DongiD· 1 shared Daniel F. JarosziD· 1 shared Daniel James McGrailiD· 1 shared Erxi WuiD· 1 shared Gloria SheynkmaniD· 1 shared Jianzhi HuangiD· 1 shared Juan I. Fuxman BassiD· 1 shared Nidhi SahniiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Chuanpeng DongORCID

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1 paper

Recent·Most cited

eSIG-Net: Accurate prediction of single-mutation induced perturbations on protein interactions using a language model

Xingxin Pan, Aditya Shrawat, Sidharth Raghavan, Chuanpeng Dong, Yuntao Yang, Zhao Li, W. Jim Zheng, S. Gail Eckhardt, Erxi Wu, Juan I. Fuxman Bass, Daniel F. Jarosz, Sidi Chen, Daniel James McGrail, Gloria Sheynkman, Jianzhi Huang, , S. Stephen Yi

eSIG-Net predicts how single mutations affect protein interactions using a sequence-based interaction language model, outperforming existing methods.

bioRxiv · Mar 31, 2026 · PreprintBioinformatics