Dynamical Systems
Neural ODEs, Physics-Informed Neural Networks applied to pharmacokinetics, population models (SIR-like models, T-CAR therapies).
Network Science
Applied to genomic and proteomic data (hematological malignancies); to shotgun sequences of wastewater samples (bacterial populations); to biomedical Knowledge Graphs (drug-repurposing).
Computer Vision
Applied to the whole slide images of the human liver (host-pathogen interaction); to MRI images.
Algorithmic Compliance
Strategies and guidelines for implementing AI systems compliant by design to the European regulation (e.g. AI Act).
