Author

Bernat Casajuana

Universitat de Vic - Universitat Central de Catalunya

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Adrián López García de LomanaiD· 1 shared Jordi Villà-FreixaiD· 1 shared Pere Martí-PuigiD· 1 shared Roger Casals-FranchiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Adrián López García de LomanaORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

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

Bernat Casajuana, Roger Casals-Franch, Adrián López García de Lomana, Pere Martí-Puig, 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.

bioRxiv · May 15, 2026 · PreprintBioinformatics