Deep Reinforcement Learning For Flow Control On A Cylinder At Re=2,000

Deep reinforcement learning for flow control on a cylinder at Re=2,000

Ricardo Vinuesa

Deep Reinforcement Learning for Fluid Dynamics and Control

Deep reinforcement learning for flow control in aeronautics

Ricardo Vinuesa

Controlling turbulence through deep reinforcement learning

Ricardo Vinuesa

Flow past a Cylinder at Re 3900

Kazuaki Uchibori

DRL for flow control in OpenFOAM

Guilherme Lindner

Active Flow Control a Plunging Airfoil under Deep Dynamic Stall - Z-Vorticity

Brener d'Lélis

Active Flow Control via Deep Reinforcement Learning Implemented in OpenFOAM

OpenFOAM & Combustion Simulation Webinar

DVH Flow around a 2D C-Form shape Re=2,000 aoa=0°

SPH-DVH CNR-INM

Parallel Reinforcement Learning

Deep Reinforcement Learning: Neural Networks for Learning Control Laws

Turbulent flow over a semi-circular cylinder with active flow control

Laminar flow past an inclined square cylinder at Re=200 and angle of incidence 45°

Prof. João R. Andrade

Ricardo Vinuesa - Modelling and controlling turbulent flows through deep learning

The Alan Turing Institute

Turbulent flow around the smooth cylinder at Re=3900

Flow past a circular cylinder at Re 50000

Kazuaki Uchibori

Multi-agent reinforcement learning (MARL) versus single-agent RL (SARL) for flow control

Ricardo Vinuesa

Square cavity Reynolds 2000 with PETScFEM

Flow Past a Circular Cylinder at Re = 10000 (transient)

Dynamics and Control of Flow around Circular Cylinder

American Physical Society