Fine-Tuning Universal MLIPs Tutorial

Tutorial-style paper on fine-tuning universal machine-learning interatomic potentials for domain-specific materials simulations.

Citation: Fine-Tuning Universal MLIPs Tutorial. Materials tutorial resource. https://arxiv.org/abs/2506.21935

Acknowledgement: Curated by MaterialsAtlas Open Resources from official documentation, tutorial collections, notebooks, workshop materials, and educational resources.