Symplectic Autoencoders for Model Reduction of Hamiltonian Systems

15 December 2023

Papers citing "Symplectic Autoencoders for Model Reduction of Hamiltonian Systems"

4 / 4 papers shown

Title
Data-driven identification of latent port-Hamiltonian systems J. Rettberg Jonas Kneifl Julius Herb Patrick Buchfink Jörg Fehr B. Haasdonk PINN 26 2 0 15 Aug 2024
Volume-Preserving Transformers for Learning Time Series Data with Structure Benedikt Brantner Guillaume de Romemont Michael Kraus Zeyuan Li AI4TS 11 0 0 18 Dec 2023
Data-Driven Identification of Quadratic Representations for Nonlinear Hamiltonian Systems using Weakly Symplectic Liftings Süleyman Yıldız P. Goyal Thomas Bendokat P. Benner 14 10 0 02 Aug 2023
Generalizing Adam to Manifolds for Efficiently Training Transformers B. Brantner MedIm 19 3 0 26 May 2023