Author

Rachapun Rotrattanadumrong

F. Hoffmann-La Roche AGORCID 0000-0001-9886-3100Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Alexander W LarseniD· 1 shared Annalisa MarsicoiD· 1 shared Daniel ButnaruiD· 1 shared Dimitar YoncheviD· 1 shared Johannes Braun· 1 shared Julien GagneuriD· 1 shared Philipp BerningeriD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Alexander W LarsenORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 12, 2026

FENNEC: Fine-Tuned Ensemble Neural Networks Accelerate Chemically Modified siRNA Design and Screening

Alexander W Larsen, Johannes Braun, Rachapun Rotrattanadumrong…·Annalisa Marsico

FENNEC predicts siRNA activity across chemically diverse designs using a neural network ensemble, outperforming existing methods and supporting design optimization.

DOI 10.64898/2026.06.13.732049

deep learningdrug response / drug discovery

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