Homotopy-based training of NeuralODEs for accurate dynamics discovery

4 October 2022

Papers citing "Homotopy-based training of NeuralODEs for accurate dynamics discovery"

4 / 4 papers shown

Title
A scalable generative model for dynamical system reconstruction from neuroimaging data Eric Volkmann Alena Brändle Daniel Durstewitz G. Koppe AI4CE 28 1 0 05 Nov 2024
Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data Manuel Brenner Elias Weber G. Koppe Daniel Durstewitz AI4TS AI4CE 22 2 0 07 Oct 2024
On the difficulty of learning chaotic dynamics with RNNs Jonas M. Mikhaeil Zahra Monfared Daniel Durstewitz 57 50 0 14 Oct 2021
Multiple shooting for training neural differential equations on time series Evren Mert Turan J. Jäschke AI4TS 21 23 0 14 Sep 2021