Pseudo-Hamiltonian neural networks for learning partial differential
equationsJournal of Computational Physics (JCP), 2023 |
Approximation of nearly-periodic symplectic maps via
structure-preserving neural networksScientific Reports (Sci Rep), 2022 |
Thermodynamics of learning physical phenomenaArchives of Computational Methods in Engineering (ACME), 2022 |