School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA. USA; Center for Computing Research, Sandia National Laboratories, Albuquerque, NM. USA; School of Computing and Augmented Intelligence, Arizona State University, Tempe, AZ. USA
Anthony Gruber, Kookjin Lee, Nathaniel Trask
graph neural networks;structure preserving machine learning;neural ordinary differential equations;hamiltonian dynamics;metriplectic dynamics
Reversible and irreversible bracket-based dynamics for deep graph neural networks