Author

Raj Panchali

Dwarkadas J. Sanghvi College of Engineering

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:benchmarking· 1 Approach:deep learning· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

Frequent Co-Authors

Mahek Sanghvi· 1 shared Meera Narvekar· 1 shared Panini Shah· 1 shared Pearl Mody· 1 shared Ruhina Karani· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Mahek Sanghvi

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 11, 2026

The Confessions of a Protein Language Model: Steering, Activations, and What Predicted Confidence Cannot Certify

Panini Shah, Raj Panchali, Pearl Mody…·Ruhina Karani

The paper audits protein generate-and-screen pipelines by testing steering, confidence, and activation readouts, finding they do not reliably predict foldability.

DOI 10.64898/2026.11.10.765136

protein sequencedeep learning

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