2 papers
math.DS2026
WSINDy for Model Predictive Control with Applications to Fusion, Drones, and Chaos
Cristian López, Mckenna Partridge, Sebastian De Pascuale +4
The control of complex dynamical systems remains a fundamental challenge in science and engineering, where strong nonlinearities, the presence of noise, and computational constrain…
physics.data-an2025
Influence of initial conditions on data-driven model identification and information entropy for ideal mhd problems
Gina Vasey, Daniel Messenger, David Bortz +2
Data-driven methods of model identification are able to discern governing dynamics of a system from data. Such methods are well suited to help us learn about systems with unpredict…