Author

Fausto Milletarì

Chan Zuckerberg Initiative (United States)ORCID 0000-0002-8319-4773Unclaimed 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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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1

Frequent Co-Authors

Ana-Maria IstrateiD· 1 shared Donghui LiiD· 1 shared Fabrizio CastrotorresiD· 1 shared Jakub M. TomczakiD· 1 shared Michaela TorkariD· 1 shared Theofanis KaraletsosiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Ana-Maria IstrateORCID

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1 paper

Recent·Most cited

rbio1-training scientific reasoning LLMs with biological world models as soft verifiers

Ana-Maria Istrate, Fausto Milletarì, Fabrizio Castrotorres, Jakub M. Tomczak, Michaela Torkar, Donghui Li, Theofanis Karaletsos

This paper introduces rbio1, a biology reasoning model trained using soft verification via biological world models, achieving state-of-the-art performance on perturbation prediction.

bioRxiv · Aug 18, 2025 · PreprintBioinformatics