Scientists from reputable institutions recently employed advanced ML techniques to study hydrogen diffusion in magnesium. Using methods such as VASP-MLFF, CHGNet, and MACE, they achieved near-DFT accuracy, significantly reducing computation time. For example, tuning these potentials yields results that inform advanced material design.