Screening for shape memory alloys with narrow thermal hysteresis using combined XGBoost and DFT calculation
Xiaohua Tian, Liwen Zhou, Kun Zhang, Qiu Zhao, Hongxing Li, Dingding Shi, Tianyou Ma, Cheng Wang, Qinlong Wen, Changlong Tan
Topics & Concepts
Shape-memory alloyHysteresisTransformation (genetics)Materials scienceEigenvalues and eigenvectorsThermal hysteresisPrincipal component analysisProcess (computing)DopingArtificial intelligenceComputer scienceThermodynamicsChemistryPhysicsCondensed matter physicsOptoelectronicsPhase transitionOperating systemBiochemistryGeneQuantum mechanicsShape Memory Alloy TransformationsTopology Optimization in Engineering