Ivo Couckuyt

Imec the Netherlands — Netherlands

Computer Science · Physical Sciences

30h-index3.6kcitations197works2.02yr avg
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Research Topics

Advanced Multi-Objective Optimization Algorithms(104), Optimal Experimental Design Methods(47), Probabilistic and Robust Engineering Design(39), Microwave Engineering and Waveguides(24), Gaussian Processes and Bayesian Inference(20)

Publications197 total

Introducing DAIMYO: A Dynamic Design Architecture and Its Application to Unmanned Aerial System Development
Journal of Aircraft·2025Open Access
Spectral Bayesian Optimization Using a Physics-Informed Rational Szegö Kernel for Microwave Design
IEEE Transactions on Components Packaging and Manufacturing Technology·2025Open Access
Towards Trustworthy Surrogate Models for Augmenting Certification: Fuel Tank Flammability Reduction System
Journal of Aerospace Information Systems·2025Open Access
Vapor compression system data-driven surrogate models for aircraft Environmental Control Systems
International Journal of Refrigeration·2025· 1 citedOpen Access
Bayesian Optimization
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025Open Access
Targeting Evaluation, Computation and Interaction Costs in Expensive Black-Box Multi-Objective Optimization
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025Open Access
Trade-offs in Bayesian active learning for feasible region identification
Journal of Intelligent Manufacturing·2025Open Access
Bayesian Optimization of Microwave Filters: a Physics-Informed Approach Using the Szegö Kernel
2025· 1 citedOpen Access
A novel Kriging-assisted multi-objective optimisation method considering infeasibility ratio under input uncertainty
Journal of Engineering Design·2025· 2 citedOpen Access
Strategies for feature-assisted development of topology agnostic planar antennas using variable-fidelity models
Journal of Computational Science·2025· 3 citedOpen Access
Gaussian Process Kernels for Efficient Sequential Sampling of Electromagnetic Radiation on Spherical Surfaces
IEEE Transactions on Antennas and Propagation·2025
Data-Efficient Interactive Multi-objective Optimization Using ParEGO
Communications in computer and information science·2024· 2 cited
Optimizing Memory Footprint for Radar-Based Human Activity Recognition on Resource-Constrained Devices
2024Open Access
Optimized Data Transmission for Radar-Based Edge-Cloud Human Activity Recognition via Quantization
2024· 1 citedOpen Access
Introducing DAIMYO: a first-time-right dynamic design architecture and its application to tail-sitter UAS development
arXiv (Cornell University)·2024Open Access
Knee Detection in Bayesian Multiobjective Optimization Using Thompson Sampling
IEEE Transactions on Evolutionary Computation·2024· 3 citedOpen Access
Bayesian Optimization for Non-Convex Two-Stage Stochastic Optimization Problems
arXiv (Cornell University)·2024Open Access
Bayesian optimization of a collimated HPGe detector model for Segmented Gamma Scanning
Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment·2024· 1 citedOpen Access
Evaluation of Machine Learning Models for Received Signal Strength Based Visible Light Positioning with Obstacles
2024· 1 citedOpen Access
Bayesian Optimization
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2024· 13 cited
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Frequent Co-authors

Tom Dhaene(46), Dirk Deschrijver(10), Eric Laermans(7), Nicolas Knudde(6), Joachim van der Herten(6), Dirk Gorissen(5), Sławomir Kozieł(5), Selvakumar Ulaganathan(5), Prashant Singh(5), Baptist Vandersmissen(4), Azarakhsh Jalalvand(4), Wesley De Neve(4), Hendrik Rogier(4), Filip De Turck(4), Joris Degroote(3), Piet Demeester(2), Karel Crombecq(2), André Bourdoux(2), Frederick Declercq(2), Luc Knockaert(2)