Author

Daniel Lynch

Worcester Polytechnic InstitutePrimary ORCID profile (0000-0003-1877-2693 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Daniel LynchiD1 paper · Beckman Coulter (United States)

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Dmitry KorkiniD· 1 shared Mikhail Zhernevskii· 1 shared Vasilii Gorbunov· 1 shared Yue Bao· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Dmitry KorkinORCID

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1 paper

Recent·Most cited

Large language model inference of macromolecular complex composition via model consensus and experimental data integration

Mikhail Zhernevskii, Daniel Lynch, Vasilii Gorbunov, Yue Bao, Dmitry Korkin

The paper evaluates LLMs for retrieving gene components of macromolecular complexes and shows that integrating LLM consensus with experimental data improves accuracy.

bioRxiv · May 23, 2026 · PreprintBioinformatics