Reciprocal Space Attention for Learning Long-Range Interactions

Hariharan Ramasubramanian, Alvaro Vazquez-Mayagoitia, Ganesh Sivaraman +1

Machine learning interatomic potentials (MLIPs) have revolutionized the modeling of materials and molecules by directly fitting to ab initio data. However, while these models excel…