Author

Vijay Awatade

Indian Institute of Technology Bombay

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Biology Disciplines

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Biophysics· 1

Signature Assays, Organisms & Methods

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

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Ajay Singh PanwariD· 1 shared Anup Kumar PrasadiD· 1 shared Fabian Plisson· 1 shared Lisandra L. MartiniD· 1 shared Manoj Kumar PateliD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperBiophysics

Ajay Singh PanwarORCID

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1 paper

Recent·Most cited

Generative Deep Learning and Molecular Dynamics Reveal Design Principles for Amyloid-Like Antimicrobial Peptides

Anup Kumar Prasad, Vijay Awatade, Manoj Kumar Patel, Fabian Plisson, Lisandra L. Martin, Ajay Singh Panwar

This paper introduces amyAMP, a deep learning framework that generates antimicrobial peptides with amyloid-like properties, validated through molecular dynamics simulations.

bioRxiv · Mar 23, 2026 · PreprintBiophysics