A unified framework for Hamiltonian deep neural networks

27 April 2021

Papers citing "A unified framework for Hamiltonian deep neural networks"

4 / 4 papers shown

Title
Port-metriplectic neural networks: thermodynamics-informed machine learning of complex physical systems Quercus Hernandez Alberto Badías Francisco Chinesta Elías Cueto PINN AI4CE 27 13 0 03 Nov 2022
Thermodynamics of learning physical phenomena Elías Cueto Francisco Chinesta AI4CE 23 22 0 26 Jul 2022
Distributed neural network control with dependability guarantees: a compositional port-Hamiltonian approach Luca Furieri C. Galimberti M. Zakwan Giancarlo Ferrari-Trecate 21 20 0 16 Dec 2021
Hamiltonian Deep Neural Networks Guaranteeing Non-vanishing Gradients by Design C. Galimberti Luca Furieri Liang Xu Giancarlo Ferrari-Trecate 14 31 0 27 May 2021