Author

Soumya Kanchan

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Assay:protein structure· 1 Approach:statistical model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Abhishek Singh· 1 shared Ben Geoffrey A SiD· 1 shared Nagaraj M. KulkarniiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Abhishek Singh

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1 paper

Recent·Most cited

PATHNet: A Thermodynamic Path-Integral-Inspired Neural Network for Protein-Ligand Interaction Prediction

Ben Geoffrey A S, Abhishek Singh, Soumya Kanchan, Nagaraj M. Kulkarni

PATHNet improves protein-ligand interaction prediction by combining physics-inspired modeling with neural networks, achieving high accuracy across multiple targets.

bioRxiv · Oct 17, 2026 · PreprintBioinformatics