Author

Michaela Torkar

Chan Zuckerberg Initiative (United States)ORCID 0000-0002-3826-2685Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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

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

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Ana-Maria IstrateORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 18, 2025

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

Ana-Maria Istrate, Fausto Milletarì, Fabrizio Castrotorres…·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.

7 citations

deep learningstatistical model

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