Machine Learning inMachine Learning inMaterial Designenergy predictions.Evaluating universal models for surfaceMaterials ScienceEvaluating Universal Machine Learning Interatomic Potentials in Materials ScienceAn analysis of universal MLIPs in predicting surface energies of materials.2025-08-20T15:58:39+00:00 ― 6 min read