Benchmarking sparse system identification with low-dimensional chaos

Benchmarking sparse system identification with low-dimensional chaos

4 February 2023

Zachary G. Nicolaou

Steven L. Brunton

Papers citing "Benchmarking sparse system identification with low-dimensional chaos"

6 / 6 papers shown

Title
ADAM-SINDy: An Efficient Optimization Framework for Parameterized Nonlinear Dynamical System Identification Siva Viknesh Younes Tatari Amirhossein Arzani 16 1 0 21 Oct 2024
Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernels Gonzalo Uribarri Federico Barone A. Ansuini Erik Fransén AI4TS 27 5 0 25 Sep 2023
Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems Manuela Brenner Florian Hess Jonas M. Mikhaeil Leonard Bereska Zahra Monfared Po-Chen Kuo Daniel Durstewitz AI4CE 35 29 0 06 Jul 2022
A toolkit for data-driven discovery of governing equations in high-noise regimes Charles B. Delahunt J. Nathan Kutz 24 18 0 08 Nov 2021
Learning Mean-Field Equations from Particle Data Using WSINDy Daniel Messenger David M. Bortz 17 37 0 14 Oct 2021
On the difficulty of learning chaotic dynamics with RNNs Jonas M. Mikhaeil Zahra Monfared Daniel Durstewitz 54 50 0 14 Oct 2021