Data-efficient surrogate modeling using meta-learning and physics-informed deep learning approaches
Youngjoon Jeong, Sang-ik Lee, Jong-hyuk Lee, Won Choi
Topics & Concepts
Computer scienceArtificial intelligenceRobustness (evolution)Machine learningDeep learningSurrogate modelReliability (semiconductor)Task (project management)PhysicsSystems engineeringGeneEngineeringQuantum mechanicsPower (physics)ChemistryBiochemistryModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignNuclear Engineering Thermal-Hydraulics