Browsing by author "Spina, Domenico"
Now showing items 1-20 of 53
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A Bayesian approach to adaptive frequency sampling
De Ridder, Simon; Deschrijver, Dirk; Spina, Domenico; Dhaene, Tom; Vande Ginste, Dries (2019) -
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 Machine Learning-Based Epistemic Modeling Framework for EMC and SI Assessment
Kan, Duygu; De Ridder, Simon; Spina, Domenico; Dhaene, Tom; Rogier, Hendrik; Vande Ginste, Dries; Grassi, Flavia (2020) -
A machine-learning-based epistemic modelling framework for textile antenna design
Kan, Duygu; Spina, Domenico; De Ridder, Simon; Grassi, F.; Rogier, Hendrik; Vande Ginste, Dries (2019-11) -
A novel parametric macromodeling technique for electromagnetic structures with propagation delays
Sgueglia, M.; Sorrentino, A.; de Magistris, M.; Spina, Domenico; Deschrijver, Dirk; Dhaene, Tom (2017-05) -
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 Two-Step Approach for the Analysis of Bulk Current Injection Setups Involving Multiwire Bundles
Toscani, Nicola; Wu, Xinglong; Spina, Domenico; Vande Ginste, Dries; Grassi, Flavia (2023) -
Adaptive frequency sampling using linear Bayesian vector fitting
De Ridder, Simon; Deschrijver, Dirk; Spina, Domenico; Dhaene, Tom; Vande Ginste, Dries (2019-01) -
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) -
Autoencoding density-based anomaly detection for signal integrity applications
Medico, Roberto; Spina, Domenico; Vande Ginste, Dries; Deschrijver, Dirk; Dhaene, Tom (2018) -
Automated framework for time-domain piecewise-linear fitting method based on digital wave processing of S-parameters
Belforte, P.; Spina, Domenico; Lombardi, L.; Antonini, G.; Dhaene, Tom (2020-01) -
Baseband macromodeling of linear photonic circuits for time-domain simulations
Ye, Yinghao; Spina, Domenico; Bogaerts, Wim; Dhaene, Tom (2019-02) -
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 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) -
Complex vector fitting toolbox: a software package for the modelling and simulation of general linear and passive baseband systems
Spina, Domenico; Ye, Yinghao; Deschrijver, Dirk; Bogaerts, Wim; Dhaene, Tom (2021) -
Comprehensive and modular stochastic modeling framework for the variability-aware assessment of signal integrity in high-speed links
Ye, Yinghao; Spina, Domenico; Manfredi, Paolo; Vande Ginste, Dries; Dhaene, Tom (2018-04) -
Cost-effective fault diagnosis of nearby photovoltaic systems using graph neural networks
Van Gompel, Jonas; Spina, Domenico; Develder, Chris (2023) -
Data-efficient bayesian optimization with constraints for power amplifier design
Knudde, Nicolas; Couckuyt, Ivo; Spina, Domenico; Lukasik, K.; Barmuta, P.; Schreurs, Dominique; Dhaene, Tom (2018-08)