1 citations · 1 across the 9 of their papers we have counts for
4 papers · 1 filter
On Tikhonov Regularization for Direct and Indirect Data-Driven LQR Control
Shuyuan Zhang, Zheming Wang, Raphael M. Jungers
In recent years, the so-called `direct data-driven control' has been a topic of intense research, and it is expected that it will become prominent in future complex dynamical syste…
Region of Synchronization Estimation for Complex Networks via SOS Programming
Shuyuan Zhang, Raphaël M. Jungers, Lei Wang
In this article, we explore the problem of the region of synchronization (ROS) for complex networks with nonlinear dynamics. Given a pair of state- and target- sets, our goal is to…
Stability Analysis of Switched Linear Systems with Neural Lyapunov Functions
Virginie Debauche, Alec Edwards, Raphael M. Jungers +1
Neural-based, data-driven analysis and control of dynamical systems have been recently investigated and have shown great promise, e.g. for safety verification or stability analysis…
An Efficient Method to Verify the Inclusion of Ellipsoids
Julien Calbert, Lucas N. Egidio, Raphaël M. Jungers
We present a novel method for deciding whether a given n-dimensional ellipsoid contains another one (possibly with a different center). This method consists in constructing a parti…