Machine learning assisted predictions of multi-component phase diagrams and fine boundary information
Jingjin He, Xiaopo Su, Changxin Wang, Junjie Li, Yuxuan Hou, Zhonghua Li, Chuanbao Liu, Dezhen Xue, Jiangli Cao, Yanjing Su, Lijie Qiao, Turab Lookman, Yang Bai
Topics & Concepts
Phase diagramPhase boundaryMaterials scienceComponent (thermodynamics)Phase (matter)Valence (chemistry)Phase transitionElectronegativityArtificial intelligenceMachine learningStatistical physicsThermodynamicsComputer sciencePhysicsQuantum mechanicsFerroelectric and Piezoelectric MaterialsMachine Learning in Materials ScienceMultiferroics and related materials