Deep Graph Neural Networks for Numerical Simulation of PDEs

W Liu - 2023 - hal.science
Partial differential equations (PDEs) are an essential modeling tool for the numerical
simulation of complex systems. However, their accurate numerical resolution usually …

Deep Learning for Reduced Order Modeling

E Menier - 2024 - theses.hal.science
Dynamical systems are generally modeled using Partial Differential Equations (PDE). These
models are intricately linked to the way scientists observe the world and, as such, they are …