Piermario Vitullo

According to our database, Piermario Vitullo authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Physics-Informed Learning of Microvascular Flow Models using Graph Neural Networks.

Paolo Botta, Piermario Vitullo, Thomas Ventimiglia, Andreas Linninger, Paolo Zunino

CoRR, December, 2025

Mathematical modeling and sensitivity analysis of hypoxia-activated drugs.

Alessandro Coclite, Riccardo Montanelli Eccher, Luca Possenti, Piermario Vitullo, Paolo Zunino

CoRR, July, 2025

Patient-specific microvascular computational modeling for estimating radiotherapy outcomes.

Sophie Materne, Luca Possenti, Francesco Pisani, Piermario Vitullo, Alessandra Catalano, Nicola Iacovelli, Marzia Franceschini, Anna Cavallo, Alessandro Cicchetti, Paolo Zunino, Tiziana Rancati

Comput. Biol. Medicine, 2025

2024

Patient-specific prediction of glioblastoma growth via reduced order modeling and neural networks.

D. Cerrone, D. Riccobelli, Piermario Vitullo, F. Ballarin, J. Falco, F. Acerbi, A. Manzoni, Paolo Zunino, Pasquale Ciarletta

CoRR, 2024

Deep learning enhanced cost-aware multi-fidelity uncertainty quantification of a computational model for radiotherapy.

Piermario Vitullo, Nicola Rares Franco, Paolo Zunino

CoRR, 2024

Modeling hypoxia-induced radiation resistance and the impact of radiation sources.

Luca Possenti, Piermario Vitullo, Alessandro Cicchetti, Paolo Zunino, Tiziana Rancati

Comput. Biol. Medicine, 2024

2023

Nonlinear model order reduction for problems with microstructure using mesh informed neural networks.

Piermario Vitullo, Alessio Colombo, Nicola Rares Franco, Andrea Manzoni, Paolo Zunino

CoRR, 2023