A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design

Dirk Gorissen, Ivo Couckuyt, Piet Demeester, +2

Ghent University Academic Bibliography (Ghent University)

EngineeringMachine LearningAccelerated DesignMachine Learning ToolComputer Architecture +20

Efficient space-filling and non-collapsing sequential design strategies for simulation-based modeling

Karel Crombecq, Eric Laermans, Tom Dhaene

European Journal of Operational Research

Geometric ModelingDesign Space ExplorationSimulation MethodologyEngineeringNatural Sciences +13

A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments

Karel Crombecq, Dirk Gorissen, Dirk Deschrijver, +1

SIAM Journal on Scientific Computing

EngineeringMultidisciplinary Design OptimizationOptimal Experimental DesignSystem-level DesignSimulation +19

A novel sequential design strategy for global surrogate modeling

Karel Crombecq, Luciano De Tommasi, Dirk Gorissen, +1

Proceedings of the 2009 Winter Simulation Conference (WSC)

Numerical AnalysisEngineeringComplex SystemsComputer-aided DesignGlobal Surrogate Modeling +15

A novel sequential design strategy for global surrogate modeling

Karel Crombecq, Luciano De Tommasi, Dirk Gorissen, +1

Winter Simulation Conference

Numerical AnalysisEngineeringComplex SystemsComputer-aided DesignGlobal Surrogate Modeling +15

Sequential modeling of a low noise amplifier with neural networks and active learning

Dirk Gorissen, Luciano De Tommasi, Karel Crombecq, +1

Neural Computing and Applications

EngineeringMachine LearningComputer EngineeringNoiseInverse Problems +5

Adaptive Sampling Algorithm for Macromodeling of Parameterized $S$-Parameter Responses

Dirk Deschrijver, Karel Crombecq, Huu Minh Nguyen, +1

IEEE Transactions on Microwave Theory and Techniques

Parameter EstimationMacromodeling TimeEngineeringSpectrum EstimationAdaptive Sampling Algorithm +14

No-Reference Bitstream-Based Visual Quality Impairment Detection for High Definition H.264/AVC Encoded Video Sequences

Nicolas Staelens, Glenn Van Wallendael, Karel Crombecq, +6

IEEE Transactions on Broadcasting

Customer SatisfactionImage AnalysisEngineeringAdaptive Bitrate StreamingMultimedia Signal Processing +10

Elastic characterization of membranes with a complex shape using point indentation measurements and inverse modelling

Jef Aernouts, Ivo Couckuyt, Karel Crombecq, +1

International Journal of Engineering Science

Complex ShapeMembrane StructureMembrane FormationEngineeringElasticity (Physics) +10

Space-Filling Sequential Design Strategies for Adaptive Surrogate Modelling

Karel Crombecq, Ivo Couckuyt, Dirk Gorissen, +1

Civil-comp proceedings

Design Space ExplorationEngineeringAdaptive Surrogate ModellingDesignModeling And Simulation +3