New AI Tool Set to Speed Quest for Advanced Superconductors
New AI Tool Set to Speed Quest for Advanced Superconductors
Using artificial intelligence, scientists can now identify complex quantum phases in materials in just minutes—a process that used to take months. The breakthrough, published in Newton, could significantly speed up research into quantum materials, particularly low dimensional superconductors. The study, a collaboration between Yale and Emory University, was seeded by a multi-institute collaboration initiative three years ago. Yale’s side of the research, led by Jinming Yang, a graduate research assistant, and Yu He, assistant professor of Yale’s Department of applied physics, was initiated under a Yale Materials Research Science and Engineering Centers (MRSEC) internal preparatory project awarded in 2022. Other senior authors include Fang Liu and Yao Wang, assistant professors in Emory’s Department of Chemistry.