Vella, Flavio

3 publications

TMLR 2025 Dual Natural Gradient Descent for Scalable Training of Physics-Informed Neural Networks Anas Jnini, Flavio Vella

ICML 2025 Riemann Tensor Neural Networks: Learning Conservative Systems with Physics-Constrained Networks Anas Jnini, Lorenzo Breschi, Flavio Vella

ICLRW 2024 Physics-Constrained DeepONet for Surrogate CFD Models: A Curved Backward-Facing Step Case Anas Jnini, Harshinee Goordoyal, Sujal Dave, Artem Korobenko, Flavio Vella, Katharine Fraser