Focus point on machine learning for materials physics: from pitfalls to best practiceDomenico Di Sante and Anirvan M. SenguptaEur. Phys. J. Plus, 140 8 (2025) 778DOI: https://doi.org/10.1140/epjp/s13360-025-06734-x