Adaptive surrogate modeling for high-dimensional spatio-temporal output
Berkcan Kapusuzoglu, Sankaran Mahadevan, Shunsaku Matsumoto, Yoshitomo Miyagi, Daigo Watanabe
Topics & Concepts
Surrogate modelDimensionality reductionAdaptive samplingCurse of dimensionalityComputer scienceSurrogate dataUncertainty quantificationDimension (graph theory)Mathematical optimizationAlgorithmArtificial intelligenceMachine learningMathematicsStatisticsNonlinear systemQuantum mechanicsPhysicsPure mathematicsMonte Carlo methodModel Reduction and Neural NetworksAdvanced Multi-Objective Optimization AlgorithmsComputer Graphics and Visualization Techniques