Accuracy and limitations of machine-learned interatomic potentials for magnetic systems: A case study on Fe-Cr-C
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Machine-learned interatomic potentials (MLIPs) are rapidly becoming the standard for atomistic simulations, but their application to magnetic materials remains challenging because spin fluctuations must be treated either explicitly or implicitly. Here, we inve... ...