Miniaturization-Oriented Design of Spline-Parameterized UWB Antenna for In-Door Positioning Applications

Authors: Bekasiewicz, Adrian, Dhaene, Tom, Couckuyt, Ivo, Litka, Jacek

Subject Terms: Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2503.13032

Specification-Oriented Automatic Design of Topologically Agnostic Antenna Structure

Authors: Bekasiewicz, Adrian, Dzwonkowski, Mariusz, Dhaene, Tom, Couckuyt, Ivo

Subject Terms: Mathematics - Numerical Analysis, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2503.13029

Strategies for Feature-Assisted Development of Topology Agnostic Planar Antennas Using Variable-Fidelity Models

Authors: Bekasiewicz, Adrian, Askaripour, Khadijeh, Dzwonkowski, Mariusz, Dhaene, Tom, Couckuyt, Ivo

Source: Journal of Computational Science, vol. 85, art. no. 102521, 2025

Subject Terms: Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2502.18275

Optimizing Memory Footprint for Radar-Based Human Activity Recognition on Resource-Constrained Devices

Authors: Heidari, Arash, Werthen-Brabants, Lorin, Dhaene, Tom, Couckuyt, Ivo

Source: 2024 21st European Radar Conference (EuRAD) Radar Conference (EuRAD), 2024 21st European. :141-144 Sep, 2024

Relation: 2024 21st European Radar Conference (EuRAD)

Optimized Data Transmission for Radar-Based Edge-Cloud Human Activity Recognition via Quantization

Authors: Tuytte, Victor, Heidari, Arash, Werthen-Brabants, Lorin, Dhaene, Tom, Couckuyt, Ivo

Source: 2024 21st European Radar Conference (EuRAD) Radar Conference (EuRAD), 2024 21st European. :145-148 Sep, 2024

Relation: 2024 21st European Radar Conference (EuRAD)

Evaluation of Machine Learning Models for Received Signal Strength Based Visible Light Positioning with Obstacles

Authors: De Bruycker, Jorik, De Wilde, Michiel, Garbuglia, Federico, Nikova, Ioana, Couckuyt, Ivo, Dhaene, Tom, Stevens, Nobby

Source: 2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP) Communication Systems, Networks and Digital Signal Processing (CSNDSP), 2024 14th International Symposium on. :318-323 Jul, 2024

Relation: 2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)

Introducing DAIMYO: a first-time-right dynamic design architecture and its application to tail-sitter UAS development

Authors: Wauters, Jolan, Lefebvre, Tom, Degroote, Joris, Couckuyt, Ivo, Crevecoeur, Guillaume

Subject Terms: Mathematics - Optimization and Control, Computer Science - Robotics, Electrical Engineering and Systems Science - Systems and Control

Access URL: http://arxiv.org/abs/2409.09820

Bayesian Optimization for Non-Convex Two-Stage Stochastic Optimization Problems

Authors: Buckingham, Jack M., Couckuyt, Ivo, Branke, Juergen

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2408.17387

Data-Efficient Interactive Multi-Objective Optimization Using ParEGO

Authors: Heidari, Arash, Gonzalez, Sebastian Rojas, Dhaene, Tom, Couckuyt, Ivo

Subject Terms: Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2401.06649

Surrogate Modelling of Dynamic Phasor Simulations of Electrical Drives

Authors: Bagus Satrio Loka, Nasrulloh Ratu, Karthik Gurumurthy, Sriram, Amevor, Bernard, Monti, Antonello, Dhaene, Tom, Couckuyt, Ivo

Source: IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society Industrial Electronics Society, IECON 2022 – 48th Annual Conference of the IEEE. :1-6 Oct, 2022

Relation: IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society

Tailoring Radar-Based Patient Monitoring Models to Real-Life Needs using Utility Maximization

Authors: Sloover, Louis Vincent-De, Werthen-Brabants, Lorin, Bhavanasi, Geethika, Dhaene, Tom, Couckuyt, Ivo

Source: 2022 19th European Radar Conference (EuRAD) Radar Conference (EuRAD), 2022 19th European. :1-4 Sep, 2022

Relation: 2022 19th European Radar Conference (EuRAD)

Quantifying Uncertainty in Real Time with Split BiRNN for Radar Human Activity Recognition

Authors: Werthen-Brabants, Lorin, Bhavanasi, Geethika, Couckuyt, Ivo, Dhaene, Tom, Deschrijver, Dirk

Source: 2022 19th European Radar Conference (EuRAD) Radar Conference (EuRAD), 2022 19th European. :173-176 Sep, 2022

Relation: 2022 19th European Radar Conference (EuRAD)

S-parameter Modeling and Optimization using Deep Gaussian Processes

Authors: Garbuglia, Federico, Spina, Domenico, Deschrijver, Dirk, Couckuyt, Ivo, Dhaene, Tom

Source: 2022 24th International Microwave and Radar Conference (MIKON) Microwave and Radar Conference (MIKON), 2022 24th International. :1-3 Sep, 2022

Relation: 2022 24th International Microwave and Radar Conference (MIKON)

Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow

Authors: Picheny, Victor, Berkeley, Joel, Moss, Henry B., Stojic, Hrvoje, Granta, Uri, Ober, Sebastian W., Artemev, Artem, Ghani, Khurram, Goodall, Alexander, Paleyes, Andrei, Vakili, Sattar, Pascual-Diaz, Sergio, Markou, Stratis, Qing, Jixiang, Loka, Nasrulloh R. B. S, Couckuyt, Ivo

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2302.08436

Batch Bayesian Active Learning For Feasible Region Identification by Local Penalization

Authors: Qing, Jixiang, Knudde, Nicolas, Couckuyt, Ivo, Dhaene, Tom, Shintani, Kohei

Source: 2020 Winter Simulation Conference (WSC) Winter Simulation Conference (WSC), 2020. :2779-2790 Dec, 2020

Relation: 2020 Winter Simulation Conference (WSC)

$\{\text{PF}\}^2$ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization

Authors: Qing, Jixiang, Moss, Henry B., Dhaene, Tom, Couckuyt, Ivo

Subject Terms: Computer Science - Machine Learning, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2204.05411

Bayesian optimization of a collimated HPGe detector model for Segmented Gamma Scanning

Authors: Casas-Molina, Victor J., Laloy, Eric, Rogiers, Bart, Dhaene, Tom, Couckuyt, Ivo

Source: In Nuclear Inst. and Methods in Physics Research, A October 2024 1067

Machine Learning-Based Hybrid Random-Fuzzy Modeling Framework For Antenna Design

Authors: Kan, Duygu, Ridder, Simon De, Spina, Domenico, Couckuyt, Ivo, Grassi, Flavia, Dhaene, Tom, Rogier, Hendrik, Ginste, Dries Vande

Source: 2020 14th European Conference on Antennas and Propagation (EuCAP) Antennas and Propagation (EuCAP), 2020 14th European Conference on. :1-5 Mar, 2020

Relation: 2020 14th European Conference on Antennas and Propagation (EuCAP)

Bayesian active learning for electromagnetic structure design

Authors: Qing, Jixiang, Knudde, Nicolas, Couckuyt, Ivo, Spina, Domenico, Dhaene, Tom

Source: 2020 14th European Conference on Antennas and Propagation (EuCAP) Antennas and Propagation (EuCAP), 2020 14th European Conference on. :1-5 Mar, 2020

Relation: 2020 14th European Conference on Antennas and Propagation (EuCAP)

Active Learning for Feasible Region Discovery

Authors: Knudde, Nicolas, Couckuyt, Ivo, Shintani, Kohei, Dhaene, Tom

Source: 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) Machine Learning And Applications (ICMLA), 2019 18th IEEE International Conference On. :567-572 Dec, 2019

Relation: 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA)