Hamiltonian reduction using a convolutional auto-encoder coupled to an Hamiltonian neural network

Raphaël Côte, Emmanuel Franck, Laurent Navoret +2

The reduction of Hamiltonian systems aims to build smaller reduced models, valid over a certain range of time and parameters, in order to reduce computing time. By maintaining the…