Author

Federico Reali

The Microsoft Research - University of Trento Centre for Computational and Systems BiologyORCID 0000-0002-7891-5695Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Pharmacology & Toxicology· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Anna FochesatoiD· 2 shared Luca MarchettiiD· 2 shared Stefano GiampiccoloiD· 2 shared Daniele BoarettiiD· 1 shared Giovanni IaccaiD· 1 shared Micha Levi· 1 shared Roberto VisintaineriD· 1 shared Shayne Watson· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 24 mutual co-author links

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2 shared papersPharmacology & Toxicology

Anna FochesatoORCID

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2 papers

Recent·Most cited

Pharmacology & ToxicologyFrontiers in PharmacologyPeer-reviewedJan 8, 2025

stormTB: A web-based simulator of a murine minimal-PBPK model for anti-tuberculosis treatments.

Roberto Visintainer, Anna Fochesato, Daniele Boaretti…·Luca Marchetti

stormTB provides a web-based mPBPK model for simulating anti-TB drug treatments in mice, enabling pharmacokinetic comparisons and supporting 11 drugs.

1 citation

mouseexperimental assay

𝕏 PostBluesky

Systems Biologynpj Systems Biology and ApplicationsPeer-reviewedNov 28, 2024

Robust parameter estimation and identifiability analysis with Hybrid Neural Ordinary Differential Equations in Computational Biology

Stefano Giampiccolo, Federico Reali, Anna Fochesato…·Luca Marchetti

The paper introduces a workflow for estimating model parameters and assessing identifiability in hybrid models with partial system knowledge using neural ordinary differential equations.

27 citationstop 5%

statistical modelmachine learning (classical)

𝕏 PostBluesky