Toward Multi-Fidelity Machine Learning Force Field for Cathode Materials

Guangyi Dong, Zhihui Wang

Machine learning force fields (MLFFs), which employ neural networks to map atomic structures to system energies, effectively combine the high accuracy of first-principles calculati…