In an RL-based control system, the turbine (or wind farm) controller is realized as an agent that observes the state of the ...

This system utilizes machine learning algorithms to optimize the operation of particle accelerators, reducing manual intervention and enhancing precision in real-time control. By integrating virtual ...

The research of the systems and controls group is grounded on analytical foundations provided by various mathematical disciplines, such as control theory, optimization theory, dynamic systems and ...

Theoretical physicists use machine-learning algorithms to speed up difficult calculations and eliminate untenable theories—but could they transform what it means to make discoveries? Theoretical ...