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20192026
most citedSurrogate Modeling for Fluid Flows Based on Physics-Constrained Deep Learning Without Simulation Data

1.1k citations · 1.9k across the 12 of their papers we have counts for

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cs.LG2025

Multi-fidelity Reinforcement Learning Control for Complex Dynamical Systems

Luning Sun, Xin-Yang Liu, Siyan Zhao +3

Controlling instabilities in complex dynamical systems is challenging in scientific and engineering applications. Deep reinforcement learning (DRL) has seen promising results for a…