Author

Pere Martí-Puig

Universitat de Vic - Universitat Central de CatalunyaORCID 0000-0001-6582-4551Unclaimed 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 Approach:statistical model· 1

Frequent Co-Authors

Adrián López García de LomanaiD· 1 shared Bernat Casajuana· 1 shared Jordi Villà-FreixaiD· 1 shared Roger Casals-FranchiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Adrián López García de LomanaORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMay 15, 2026

Physics-Informed Neural Networks for Parameter Recovery in the Repressilator Oscillatory Model

Bernat Casajuana, Roger Casals-Franch, Adrián López García de Lomana…·Jordi Villà-Freixa

This study evaluates the reliability of physics-informed neural networks (PINNs) for parameter recovery in the repressilator model, showing accurate trajectory reconstruction but challenges in parameter estimation due to noise and model assumptions.

1 citation

deep learningstatistical model

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