Nonlinear state-space identification using deep encoder networks

1 code implementation • 14 Dec 2020 • Gerben Beintema, Roland Toth, Maarten Schoukens

This paper introduces a method that approximates the simulation loss by splitting the data set into multiple independent sections similar to the multiple shooting method.

Controlling Rayleigh-Bénard convection via Reinforcement Learning

no code implementations • 31 Mar 2020 • Gerben Beintema, Alessandro Corbetta, Luca Biferale, Federico Toschi

Thermal convection is ubiquitous in nature as well as in many industrial applications.

reinforcement-learning Reinforcement Learning (RL)