Gradient and uncertainty enhanced sequential sampling for global fit
Sven Lämmle, Can Bogoclu, Kevin Cremanns, Dirk Roos
Topics & Concepts
Surrogate modelSampling (signal processing)Adaptive samplingComputer scienceMathematical optimizationSelection (genetic algorithm)Sample (material)Machine learningAlgorithmArtificial intelligenceMathematicsStatisticsMonte Carlo methodComputer visionChromatographyFilter (signal processing)ChemistryAdvanced Multi-Objective Optimization AlgorithmsOptimal Experimental Design MethodsProbabilistic and Robust Engineering Design