Author

Marilena Valeria Iorio

Fondazione IRCCS Istituto Nazionale dei TumoriORCID 0000-0002-6058-1527Unclaimed 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 Approach:transformer / foundation model· 1

Frequent Co-Authors

Cristian TaccioliiD· 1 shared Dario RighelliiD· 1 shared Davide RigoniiD· 1 shared Fabio BoveiD· 1 shared Giuseppe MangioniiD· 1 shared Marco GrassiaiD· 1 shared Píetro LióiD· 1 shared Rosa VisoneiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Cristian TaccioliORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 18, 2026

LLMsFold: Integrating Large Language Models and Biophysical Simulations for De Novo Drug Design

Wageesha Widuranga, Davide Rigoni, Fabio Bove…·Cristian Taccioli

LLMsFold designs and validates new small molecules targeting pathogenic proteins using LLMs and biophysical simulations, showing strong in silico binding and drug-like profiles.

DOI 10.64898/2026.03.02.709055

deep learningtransformer / foundation model

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