Self-Evolving Scientific Agent Designs Physically Reasoned White-Box Fluid Control

Boai Sun, Wenjin Guo, Zongmin Yu +1

While neural networks excel in autonomous control, their black-box nature makes control decisions difficult to interpret and diagnose in dynamic fluids. Here, we show how self-evol…