Paolo Zunino
- A Lagrange multiplier method for a Stokes-Biot fluid-poroelastic\n structure interaction model
2017/10/18 by Ilona Ambartsumyan, Eldar Khattatov, Ambartsumyan, Ilona +5 · 3 citations
Computer Science · Engineering · #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Lattice Boltzmann Simulation Studies #Numerical Analysis (math.NA)
- Mesh-Informed Neural Networks for Operator Learning in Finite Element Spaces
2022/03/22 by Nicola Rares Franco, Franco, Nicola Rares, Andrea Manzoni +3 · 3 citations
Computer Science · #Neural Networks and Applications
- Reduced Lagrange multiplier approach for non-matching coupling of mixed-dimensional domains
2023/03/19 by Luca Heltai, Paolo Zunino, Heltai, Luca +1 · 3 citations
Engineering · Computer Science · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #Advanced Mathematical Modeling in Engineering #Model Reduction and Neural Networks
- Nonlinear model order reduction for problems with microstructure using mesh informed neural networks
2023/09/14 by Piermario Vitullo, Vitullo, Piermario, Alessio Colombo +7 · 2 citations
Physics and Astronomy · #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
- Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression
2023/02/16 by Ludovica Cicci, Stefania Fresca, Cicci, Ludovica +7 · 1 citation
Physics and Astronomy · Decision Sciences · Engineering · #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #Hydraulic and Pneumatic Systems
- Multiscale Mixed-Dimensional Simulation via Domain Decomposition and Non-Intrusive Neural Model Order Reduction
2026/07/16 by Nunzio Dimola, Piermario Vitullo, Paolo Zunino
#math.NA #cs.NA