Browsing by author "Garbuglia, Federico"
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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) -
Bayesian Active Learning for Modeling and Optimization of Microwave Devices
Garbuglia, Federico (2023) -
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 Active Learning for Received Signal Strength-Based Visible Light Positioning
Garbuglia, Federico; Raes, Willem; De Bruycker, Jorik; Stevens, Nobby; Deschrijver, Dirk; Dhaene, Tom (2022) -
Bayesian Optimization for Microwave Devices Using Deep GP Spectral Surrogate Models
Garbuglia, Federico; Spina, Domenico; Deschrijver, Dirk; Couckuyt, Ivo; Dhaene, Tom (2023) -
Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions
Loka, Nasrulloh Ratu Bagus Satrio; Couckuyt, Ivo; Garbuglia, Federico; Spina, Domenico; Van Nieuwenhuyse, Ineke; Dhaene, Tom (2023) -
Evaluation of generative modeling techniques for frequency responses
Garbuglia, Federico; Spina, Domenico; Deschrijver, Dirk; Dhaene, Tom (2020) -
Modeling Electrically Long Interconnects Using Physics-Informed Delayed Gaussian Processes
Garbuglia, Federico; Reuschel, Torsten; Schuster, Christian; Deschrijver, Dirk; Dhaene, Tom; Spina, Domenico (2023) -
Modeling S-parameters of Interconnects using Periodic Gaussian Process Kernels
Garbuglia, Federico; Spina, Domenico; Reuschel, Torsten; Schuster, Christian; Deschrijver, Dirk; Dhaene, Tom (2023)