Optimal experimental design with fast neural network surrogate models
Joshua Stuckner, Matthew Piekenbrock, Steven M. Arnold, Trenton M. Ricks
Topics & Concepts
Computer scienceHeuristicDesign of experimentsOptimal designSalientArtificial neural networkCode (set theory)Surrogate modelMathematical optimizationExperimental dataMachine learningAlgorithmArtificial intelligenceMathematicsStatisticsProgramming languageSet (abstract data type)Advanced Multi-Objective Optimization AlgorithmsMachine Learning in Materials ScienceModel Reduction and Neural Networks