
MS039C Deep Learning-based Reduced Order Models in Scientific Computing III
Main Organizer:
Phd.
Stefania Fresca
(
Politecnico di Milano
, Italy
)
Chaired by:
Dr. Nicola Rares Franco (MOX, Politecnico di Milano , Italy) , Phd. Stefania Fresca (Politecnico di Milano , Italy)
Dr. Nicola Rares Franco (MOX, Politecnico di Milano , Italy) , Phd. Stefania Fresca (Politecnico di Milano , Italy)
Scheduled presentations:
-
Finite Element Neural Network Interpolation: - Interpretable and adaptive discretisation for solving PDEs
-
GradINN: Gradient Informed Neural Network
-
Student
Multi-Fidelity Delayed Acceptance: Integrating Deep Learning Surrogate Modeling and Multilevel Delayed Acceptance for Efficient Bayesian Inverse Problem Solving
-
Student
Reduced Particle in Cell method for the Vlasov-Poisson system using auto-encoder and Hamiltonian neural networks
-
The Application of Neural Operators to Predict Skin Evolution After Burn Trauma
-
Data-Driven Investigation of Unsteady Forces on Cylinder Resting on Smooth Wall