Browsing by author "Couckuyt, Ivo"

A Bayesian optimisation procedure for estimating optimal trajectories in electromagnetic compliance testing

Delanghe, Remi; Van Steenkiste, Tom; Couckuyt, Ivo; Deschrijver, Dirk; Dhaene, Tom (2020)

A combined data-driven, experimental and modelling approach for assessing the optimal composition of impregnation products for cementitious materials

Perko, Janez; Laloy, Eric; Zarzuela, Rafael; Couckuyt, Ivo; Navarro, Ramiro Garcia; Mosquera, Maria J. (2023)

A Kriging and stochastic collocation ensemble for uncertainty quantification in engineering applications

Kaintura, A.; Spina, Domenico; Couckuyt, Ivo; Knockaert, Luc; Bogaerts, Wim; Dhaene, Tom (2017-10)

A Robust Bayesian Optimization Framework for Microwave Circuit Design under Uncertainty

De Witte, Duygu; Qing, Jixiang; Couckuyt, Ivo; Dhaene, Tom; Vande Ginste, Dries; Spina, Domenico (2022)

A robust multi-objective Bayesian optimization framework considering input uncertainty

Qing, Jixiang; Couckuyt, Ivo; Dhaene, Tom (2023)

A sequential sampling strategy for adaptive classification of computationally expensive data

Singh, Prashant; van der Herten, Joachim; Deschrijver, Dirk; Couckuyt, Ivo; Dhaene, Tom (2017-04)

A set based design method using bayesian active learning

Shintani, K.; Sugai, T.; Ishizaki, K.; Knudde, Nicolas; Couckuyt, Ivo; Dhaene, Tom (2020)

Active learning for feasible region discovery

Knudde, Nicolas; Couckuyt, Ivo; Dhaene, Tom; Shintani, K. (2019)

Adaptive sampling with automatic stopping for feasible region identification in engineering design

Qing, Jixiang; Knudde, Nicolas; Garbuglia, Federico; Spina, Domenico; Couckuyt, Ivo; Dhaene, Tom (2022)

Automated Software Defect Detection and Identification in Vehicular Embedded Systems

Foss, Kyle; Couckuyt, Ivo; Baruta, Adrian; Mossoux, Corentin (2022)

BATCH BAYESIAN ACTIVE LEARNING FOR FEASIBLE REGION IDENTIFICATION BY LOCAL PENALIZATION

Qing, Jixiang; Knudde, Nicolas; Couckuyt, Ivo; Dhaene, Tom; Shintani, Kohei (2020)

Bayesian active learning for electromagnetic structure design

Qing, Jixiang; Knudde, Nicolas; Couckuyt, Ivo; Spina, Domenico; Dhaene, Tom (2020)

Bayesian active learning for multi-objective feasible region identification in microwave devices

Garbuglia, Federico; Qing, Jixiang; Knudde, Nicolas; Spina, Domenico; Couckuyt, Ivo; Deschrijver, Dirk; Dhaene, Tom (2021)

Bayesian Active Learning for Radiation Pattern Sampling Over Cylindrical Surfaces

Garbuglia, Federico; Claeys, Tim; Couckuyt, Ivo; Deschrijver, Dirk; Dhaene, Tom (2022)

Bayesian multi-objective optimization of process design parameters in constrained settings with noise: an engineering design application

Morales-Hernandez, Alejandro; Rojas Gonzalez, Sebastian; Van Nieuwenhuyse, Inneke; Couckuyt, Ivo; Jordens, Jeroen; Witters, Maarten; Van Doninck, Bart (2024)