Author

Aniket Bhattacharya

University of Central FloridaORCID 0000-0002-4370-0037Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:differential expression· 1 Research Focus:protein folding & dynamics· 1 Assay:protein sequence· 1 Assay:proteomics· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Swarnadeep SethiD· 2 shared Diego Linares GonzaleziD· 1 shared George AtiaiD· 1 shared Shahana IbrahimiD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersBiophysics

Swarnadeep SethORCID

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2 papers

Recent·Most cited

BiophysicsBiomacromoleculesPeer-reviewedOct 14, 2025

Prediction of physical characteristics of disordered proteins using molecular simulation and physics-informed multiple machine learning strategies

Diego Linares Gonzalez, Shahana Ibrahim, Swarnadeep Seth…·Aniket Bhattacharya

This paper introduces a hybrid ML framework to predict conformational properties of IDPs using sequence and physical features, achieving improved accuracy and interpretability.

2 citations

proteomicsdeep learning

𝕏 PostBluesky

BiophysicsBiomacromoleculesPeer-reviewedMar 12, 2025

Accelerated Missense Mutation Identification in Intrinsically Disordered Proteins using Deep Learning

Swarnadeep Seth, Aniket Bhattacharya

The paper uses deep learning to rapidly identify missense mutations in intrinsically disordered proteins that significantly alter their structure.

6 citations

protein sequencedeep learning

𝕏 PostBluesky