data-driven modeling 1engineering applications 1nonlinear dynamics 1sparse identification 1system identification 1
From the 1 of 2 linked papers with an AI index.
2 papers
eess.SY2026
Co-Design of Aeroelastic Systems with Deep Reinforcement Learning
Yao Cheng Li, Urban Fasel
Control co-design considers the physical system and its controller together, enabling the strong coupling between system design and control to be uncovered and exploited. This is e…
cs.LG2026
An Introduction to Sparse Identification of Nonlinear Dynamics for Engineering Applications
Yao Cheng Li, Ana Larrañaga, Steven L. Brunton +1
The paper presents a tutorial on the Sparse Identification of Nonlinear Dynamics (SINDy) method, showing how sparse regression can uncover interpretable governing equations from sm…