most citedGlobal optimization in the discrete and variable-dimension conformational space: The case of crystal with the strongest atomic cohesion

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physics.comp-ph2026

Latent Genetic Algorithm for Crystal Structure Prediction

Kaixin Zheng, Wanjian Yin, Hongyu Yu +1

Predicting crystal structures requires navigating rugged energy landscapes in which favorable local motifs must be inherited across candidates with incompatible cells, densities, a…

physics.comp-ph2026

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…