2 papers
stat.ML2024
HyperSBINN: A Hypernetwork-Enhanced Systems Biology-Informed Neural Network for Efficient Drug Cardiosafety Assessment
Inass Soukarieh, Gerhard Hessler, Hervé Minoux +6
Mathematical modeling in systems toxicology enables a comprehensive understanding of the effects of pharmaceutical substances on cardiac health. However, the complexity of these mo…
stat.AP2023
Auto-encoding GPS data to reveal individual and collective behaviour
Saint-Clair Chabert-Liddell, Nicolas Bez, Pierre Gloaguen +2
We propose an innovative and generic methodology to analyse individual and collective behaviour through individual trajectory data. The work is motivated by the analysis of GPS tra…