Machine learning for predicting thermal transport properties of solids
Xin Qian, Ronggui Yang
Topics & Concepts
Machine learningArtificial intelligenceThermal conductivityPhononBottleneckBoltzmann equationComputer scienceBoltzmann machineThermalAmorphous solidMaterials scienceSupport vector machineStatistical physicsMechanical engineeringDensity functional theoryBridge (graph theory)Deep learningComputational learning theoryMaterial propertiesAlgorithmMolecular dynamicsActive learning (machine learning)Thermal properties of materialsMachine Learning in Materials ScienceAdvanced Thermoelectric Materials and Devices