Leveraging low-fidelity data to improve machine learning of sparse high-fidelity thermal conductivity data via transfer learning
Zeyu Liu, Meng Jiang, Tengfei Luo
Topics & Concepts
Materials scienceLeverage (statistics)FidelityHigh fidelityMaterials informaticsComputer scienceTransfer of learningMachine learningExperimental dataRangingMicroelectronicsArtificial intelligenceOptoelectronicsHealth informaticsPhysicsNursingMedicinePublic healthTelecommunicationsMathematicsStatisticsAcousticsEngineering informaticsThermal properties of materialsMachine Learning in Materials ScienceAdvanced Thermoelectric Materials and Devices