Projects

Updated 9 months ago

A library for Koopman Neural Operator with Pytorch.

deep-learning koopman neural-network neural-operator pytorch scientific-machine-learning

Updated 9 months ago

Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks

diffeq neural-operator pinns sciml

Updated 9 months ago

Official implementation of the paper "Neural Hamilton: Can A.I. Understand Hamiltonian Mechanics?"

classical-mechanics deep-learning hamiltonian-dynamics machine-learning neural-operator operator-learning

Updated 9 months ago

Datasets and code for results presented in the BOON paper

boundary-conditions constrained-operator neural-operator operator-learning partial-differential-equations

ecosyste.ms