6 citations · 6 across the 3 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.LG2025
Neural non-canonical Hamiltonian dynamics for long-time simulations
Clémentine Courtès, Emmanuel Franck, Michael Kraus +2
This work focuses on learning non-canonical Hamiltonian dynamics from data, where long-term predictions require the preservation of structure both in the learned model and in numer…
math-ph2025
Metriplectic relaxation to equilibria
C. Bressan, M. Kraus, O. Maj +1
Metriplectic dynamical systems consist of a special combination of a Hamiltonian and a (generalized) entropy-gradient flow, such that the Hamiltonian is conserved and entropy is di…