Deep reinforcement learning control unlocks enhanced heat transfer in turbulent convection

Proceedings of the National Academy of Sciences, Volume 122, number 37, September 2025.
The heat transfer of heat meaning in turbulent flows is vital for energy systems and industrial processes, but conventional methods give limited gains. We demonstrate how artificial intelligence autonomously discovers higher control strategies. A …