Sparse identification of nonlinear dynamics with side information (SINDy-SI)

GF Machado, M Jones - 2024 American Control Conference …, 2024 - ieeexplore.ieee.org
Modern societies have an abundance of data yet good system models are rare.
Unfortunately, many of the current system identification and machine learning techniques fail …

Sparse Identification of Nonlinear Dynamics with Side Information (SINDy-SI)

GF Machado, M Jones - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
Modern societies have an abundance of data yet good system models are rare.
Unfortunately, many of the current system identification and machine learning techniques fail …