Machine-learning model for prediction of martensitic transformation temperature in NiMnSn-based ferromagnetic shape memory alloys
Xiaohua Tian, Dingding Shi, Kun Zhang, Hong-Xing Li, Liwen Zhou, Tianyou Ma, Cheng Wang, Qinlong Wen, Changlong Tan
Topics & Concepts
Support vector machineShape-memory alloyGeneralizationArtificial intelligenceFerromagnetismDiffusionless transformationCross-validationTransformation (genetics)Machine learningComputer scienceFeature (linguistics)Random forestAlgorithmMaterials scienceMartensiteMathematicsCondensed matter physicsMathematical analysisPhysicsChemistryMetallurgyLinguisticsGeneBiochemistryPhilosophyMicrostructureShape Memory Alloy Transformations