Discovery of Interpretable Physical Laws in Materials via Language-Model-Guided Symbolic Regression

Yifeng Guan, Chuyi Liu, Dongzhan Zhou +4

Discovering interpretable physical laws from high-dimensional data is a fundamental challenge in scientific research. Traditional methods, such as symbolic regression, often produc…