Ivo Couckuyt
Universiteit Gent
H-index: 30
Europe-Belgium
Top articles of Ivo Couckuyt
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Bayesian multi-objective optimization of process design parameters in constrained settings with noise: an engineering design application | Engineering with Computers | Alejandro Morales-Hernández Sebastian Rojas Gonzalez Inneke Van Nieuwenhuyse Ivo Couckuyt Jeroen Jordens | 2024/1/10 |
Multi-objective constrained robust design of a metamaterial vibration isolator with a limited budget | Journal of Engineering Design | Hua Wei Qi Zhou Tom Dhaene Ivo Couckuyt | 2024/1/23 |
Wind Turbine Hybrid Physics-based Deep Learning Model for a Health Monitoring Approach Considering Provision of Ancillary Services | IEEE Transactions on Instrumentation and Measurement | Nezmin Kayedpour Jixiang Qing Jolan Wauters Jeroen DM De Kooning Ivo Couckuyt | 2024/3/11 |
Data-Driven Surrogate Modeling for the Flammability Reduction System | Arash Heidari Lorin Werthen-Brabants Tom Dhaene Ivo Couckuyt Can Onur | 2024 | |
Data-Efficient Interactive Multi-Objective Optimization Using ParEGO | arXiv preprint arXiv:2401.06649 | Arash Heidari Sebastian Rojas Gonzalez Tom Dhaene Ivo Couckuyt | 2024/1/12 |
Surrogate-Assisted Evolutionary Algorithm for the Calibration of Distributed Hydrological Models Based on Two-Dimensional Shallow Water Equations | Water | Juan F Farfán-Durán Arash Heidari Tom Dhaene Ivo Couckuyt Luis Cea | 2024/2/22 |
A combined data-driven, experimental and modelling approach for assessing the optimal composition of impregnation products for cementitious materials | Cement and Concrete Composites | Janez Perko Eric Laloy Rafael Zarzuela Ivo Couckuyt Ramiro Garcia Navarro | 2023/2/1 |
Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design | Engineering with Computers | Nasrulloh Loka Mohamed Ibrahim Ivo Couckuyt Inneke Van Nieuwenhuyse Tom Dhaene | 2023/10/15 |
Open-set patient activity recognition with radar sensors and deep learning | IEEE Geoscience and Remote Sensing Letters | Geethika Bhavanasi Lorin Werthen-Brabants Tom Dhaene Ivo Couckuyt | 2023/1/9 |
Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions | Engineering with Computers | Nasrulloh Loka Ivo Couckuyt Federico Garbuglia Domenico Spina Inneke Van Nieuwenhuyse | 2023/6 |
{PF} ²ES: Parallel feasible pareto frontier entropy search for multi-objective Bayesian optimization | Jixiang Qing Henry B Moss Tom Dhaene Ivo Couckuyt | 2023 | |
Cost-Aware Active Learning for Feasible Region Identification | Ioana Nikova Tom Dhaene Ivo Couckuyt | 2023/7/15 | |
Trieste: Efficiently exploring the depths of black-box functions with TensorFlow | arXiv preprint arXiv:2302.08436 | Victor Picheny Joel Berkeley Henry B Moss Hrvoje Stojic Uri Granta | 2023/2/16 |
Heat Exchanger Surrogates for a Vapor Compression System | Modelica Conferences | Nasrulloh Ratu Bagus Satrio Loka Nicolás Ablanque Mejía Santiago Torras Ortiz Sriram Karthik Gurumurthy Antonello Monti | 2023/12/22 |
A robust multi-objective Bayesian optimization framework considering input uncertainty | Journal of Global Optimization | Jixiang Qing Ivo Couckuyt Tom Dhaene | 2023/7 |
Bayesian optimization: tutorial | Ivo Couckuyt Sebastian Rojas Gonzalez Juergen Branke | 2022/7/9 | |
Quantifying uncertainty in real time with split BiRNN for radar human activity recognition | Lorin Werthen-Brabants Geethika Bhavanasi Ivo Couckuyt Tom Dhaene Dirk Deschrijver | 2022/9/28 | |
Patient activity recognition using radar sensors and machine learning | Neural Computing and Applications | Geethika Bhavanasi Lorin Werthen-Brabants Tom Dhaene Ivo Couckuyt | 2022/9 |
Adaptive sampling with automatic stopping for feasible region identification in engineering design | Engineering with Computers | Jixiang Qing Nicolas Knudde Federico Garbuglia Domenico Spina Ivo Couckuyt | 2022/8/1 |
ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization | arXiv preprint arXiv:2204.05411 | Jixiang Qing Henry B Moss Tom Dhaene Ivo Couckuyt | 2022/4/11 |
Co-Authors
