Vinuesa, R.

1. Deep reinforcement learning for turbulent drag reduction in channel flows
   2023/01/24 by L. Guastoni, J. Rabault, Guastoni, L. +7 · 13 citations
   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
2. Convolutional-network models to predict wall-bounded turbulence from wall quantities
   2020/06/22 by Luca Guastoni, Guastoni, L., Alejandro Güemes +11 · 7 citations
   Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Fluid Dynamics and Vibration Analysis #Machine Learning (stat.ML) #Model Reduction and Neural Networks
3. Predictions of turbulent shear flows using deep neural networks
   2019/05/07 by Prem A. Srinivasan, Srinivasan, P. A., Luca Guastoni +7 · 6 citations
   Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Fluid Dynamics and Vibration Analysis #Model Reduction and Neural Networks
4. Turbulent boundary layers around wing sections up to Rec = 1,000,000
   2019/04/16 by Ricardo Vinuesa, P. S. Negi, Vinuesa, R. +9 · 3 citations
   Engineering · Environmental Science · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Heat Transfer Mechanisms #Wind and Air Flow Studies
5. Flow control of three-dimensional cylinders transitioning to turbulence via multi-agent reinforcement learning
   2024/05/27 by Suárez, P., Alcántara-Ávila, F., Rabault, J. +4 · 3 citations
   #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
6. Fully convolutional networks for velocity-field predictions based on the wall heat flux in turbulent boundary layers
   2022/08/11 by L. Guastoni, Guastoni, L., Arivazhagan G. Balasubramanian +14 · 1 citation
   Engineering · Physics and Astronomy · #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks #Lattice Boltzmann Simulation Studies
7. Assessment of non-intrusive sensing in wall-bounded turbulence through explainable deep learning
   2025/02/11 by A. Cremades, Andrés Cremades, Reinis Freibergs +10 · 1 voice · 1 citation
   Computer Science · Decision Sciences · Engineering · Physics and Astronomy · #Anomaly Detection Techniques and Applications #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Stock Market Forecasting Methods
8. 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