Francisco Alcántara-Ávila

1. Deep-reinforcement-learning-based separation control in a two-dimensional airfoil
   2025/02/24 by Xavier Garcia, Garcia, Xavier, Arnau Miró +13 · 4 citations
   Engineering · Physics and Astronomy · #Plasma and Flow Control in Aerodynamics #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks
2. Deep reinforcement learning for flow control exploits different physics for increasing Reynolds-number regimes
   2022/11/04 by Pau Varela, Varela, Pau, Pol Suárez +15 · 2 citations
   Engineering · Physics and Astronomy · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Fluid Dynamics and Vibration Analysis #Model Reduction and Neural Networks
3. Multi-agent reinforcement learning for the control of three-dimensional Rayleigh-Bénard convection
   2024/07/31 by Joel Vasanth, Jean Rabault, Vasanth, Joel +7 · 1 citation
   Engineering · #Fluid Dynamics and Turbulent Flows
4. Active flow control for drag reduction through multi-agent reinforcement learning on a turbulent cylinder at Re_D=3900
   2024/05/27 by P. M. Suárez, Francisco Alcántara-Ávila, Suárez, P. +11 · 1 citation
   Engineering · Physics and Astronomy · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks #Traffic control and management
5. Active Flow Control for Drag Reduction Through Multi-agent Reinforcement Learning on a Turbulent Cylinder at Re_D=3900
   2025/03/05 by Pol Suárez, Francisco Alcántara-Ávila, Arnau Miró +4 · 1 voice · 1 citation
   Engineering · Physics and Astronomy · #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks #Plasma and Flow Control in Aerodynamics