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20222025
most citedEffective control of two-dimensional Rayleigh--Bénard convection: invariant multi-agent reinforcement learning is all you need

57 citations · 108 across the 17 of their papers we have counts for

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physics.flu-dyn2025★ 2 cited

Improving turbulence control through explainable deep learning

Miguel Beneitez, Andres Cremades, Luca Guastoni +1

Turbulent-flow control aims to develop strategies that effectively manipulate fluid systems, such as the reduction of drag in transportation and enhancing energy efficiency, both c…

physics.flu-dyn2025

Deep-reinforcement-learning-based separation control in a two-dimensional airfoil

Xavier Garcia, Arnau Miró, Pol Suárez +5

The aim of this study is to discover new active-flow-control (AFC) techniques for separation mitigation in a two-dimensional NACA 0012 airfoil at a Reynolds number of 3000. To find…