1 code implementation • 29 Jul 2020 • Michael M. Norton, Piyush Grover, Michael F. Hagan, Seth Fraden
In this work we present the first systematic framework to sculpt active nematics systems, using optimal control theory and a hydrodynamic model of active nematics.
Soft Condensed Matter
no code implementations • ICML 2018 • Yangchen Pan, Amir-Massoud Farahmand, Martha White, Saleh Nabi, Piyush Grover, Daniel Nikovski
Recent work has shown that reinforcement learning (RL) is a promising approach to control dynamical systems described by partial differential equations (PDE).