Ivo Couckuyt - Publications, H-index & Citations

Ivo Couckuyt

Ghent University and imec

31H指数

197论文数

3.7K被引数

收录论文 39

发表时间

Gaussian Process Kernels for Efficient Sequential Sampling of Electromagnetic Radiation on Spherical Surfaces 高斯过程核用于球面上的电磁辐射高效顺序采样

IEEE Transactions on Antennas and Propagation

IF5.8

2025-12-23

PREAI

Yens Lindemans; Tim Claeys; Davy Pissoort; Ivo Couckuyt; Tom Dhaene

Introducing DAIMYO: A Dynamic Design Architecture and Its Application to Unmanned Aerial System Development 介绍DAIMYO：一种动态设计架构及其在无人 aerial system 开发中的应用

JOURNAL OF AIRCRAFT

IF2.1

2025-09-01

OAAI

Wauters, Jolan; Lefebvre, Tom; Degroote, Joris; Couckuyt, Ivo; Crevecoeur, Guillaume

Vapor compression system data-driven surrogate models for aircraft Environmental Control Systems 飞机环境控制系统的蒸汽压缩系统数据驱动代理模型

International Journal of Refrigeration

IF3.8

2025-07-15

OAAI

Nicolás Ablanque; Nasrulloh Loka; Santiago Torras; Sriram Gurumurthy; Joaquim Rigola; Carles Oliet; Ivo Couckuyt; Tom Dhaene; Antonello Monti

Trade-offs in Bayesian active learning for feasible region identification 贝叶斯主动学习在可行域识别中的权衡

Journal of Intelligent Manufacturing

IF7.4

2025-06-13

PREAI

Ioana Nikova; Sebastian Rojas Gonzalez; Tom Dhaene; Ivo Couckuyt

Strategies for feature-assisted development of topology agnostic planar antennas using variable-fidelity models

nature computational science

IF3.7

2025-02-01

PREAI

Bekasiewicz, Adrian; Askaripour, Khadijeh; Dzwonkowski, Mariusz; Dhaene, Tom; Couckuyt, Ivo

A novel Kriging-assisted multi-objective optimisation method considering infeasibility ratio under input uncertainty 一种考虑输入不确定性下不可行性比的新型Kriging辅助多目标优化方法

computational design and engineering

IF3.4

2025-01-12

PREAI

Wei, Hua; Zhou, Qi; Dhaene, Tom; Couckuyt, Ivo

Surrogate-Assisted Evolutionary Algorithm for the Calibration of Distributed Hydrological Models Based on Two-Dimensional Shallow Water Equations

WATER

IF3

2024-02-22

OAAI

Farfan-Duran, Juan F.; Heidari, Arash; Dhaene, Tom; Couckuyt, Ivo; Cea, Luis

Bayesian multi-objective optimization of process design parameters in constrained settings with noise: an engineering design application

ENGINEERING WITH COMPUTERS

IF4.9

2024-01-10

PREAI

Morales-Hernandez, Alejandro; Rojas Gonzalez, Sebastian; Van Nieuwenhuyse, Inneke; Couckuyt, Ivo; Jordens, Jeroen; Witters, Maarten; Van Doninck, Bart

Wind Turbine Hybrid Physics-Based Deep Learning Model for a Health Monitoring Approach Considering Provision of Ancillary Services

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2024-01-01

OAAI

Kayedpour, Nezmin; Qing, Jixiang; Wauters, Jolan; De Kooning, Jeroen D. M.; Couckuyt, Ivo; Crevecoeur, Guillaume

Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design 永磁同步电机廉价-昂贵多目标贝叶斯优化设计

ENGINEERING WITH COMPUTERS

IF4.9

2023-10-15

PREAI

Loka, Nasrulloh; Ibrahim, Mohamed; Couckuyt, Ivo; Van Nieuwenhuyse, Inneke; Dhaene, Tom

A combined data-driven, experimental and modelling approach for assessing the optimal composition of impregnation products for cementitious materials

CEMENT & CONCRETE COMPOSITES

IF13.1

2023-02-01

OAAI

Perko, Janez; Laloy, Eric; Zarzuela, Rafael; Couckuyt, Ivo; Navarro, Ramiro Garcia; Mosquera, Maria J.

Open-Set Patient Activity Recognition With Radar Sensors and Deep Learning

ieee geoscience and remote sensing magazine

IF4.4

2023-01-01

OAAI

Bhavanasi, Geethika; Werthen-Brabants, Lorin; Dhaene, Tom; Couckuyt, Ivo

Automated Software Defect Detection and Identification in Vehicular Embedded Systems 车载嵌入式系统中软件缺陷的自动检测与识别

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2022-07-01

OAAI

Foss, Kyle; Couckuyt, Ivo; Baruta, Adrian; Mossoux, Corentin

Split BiRNN for real-time activity recognition using radar and deep learning

SCIENTIFIC REPORTS

IF3.9

2022-05-06

OAAI

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

Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions

ENGINEERING WITH COMPUTERS

IF4.9

2022-01-25

PREAI

Loka, Nasrulloh; Couckuyt, Ivo; Garbuglia, Federico; Spina, Domenico; Van Nieuwenhuyse, Inneke; Dhaene, Tom

Multi-output Gaussian process prediction for computationally expensive problems with multiple levels of fidelity

KNOWLEDGE-BASED SYSTEMS

IF7.6

2021-09-01

PREAI

Lin, Quan; Hu, Jiexiang; Zhou, Qi; Cheng, Yuansheng; Hu, Zhen; Couckuyt, Ivo; Dhaene, Tom

ESLA: a new surrogate-assisted single-loop reliability-based design optimization technique

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

IF4

2021-04-05

PREAI

Wauters, Jolan; Couckuyt, Ivo; Degroote, Joris

Adaptive sampling with automatic stopping for feasible region identification in engineering design

ENGINEERING WITH COMPUTERS

IF4.9

2021-03-10

OAAI

Qing, Jixiang; Knudde, Nicolas; Garbuglia, Federico; Spina, Domenico; Couckuyt, Ivo; Dhaene, Tom

Multi-objective optimization of a wing fence on an unmanned aerial vehicle using surrogate-derived gradients

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

IF4

2019-09-04

PREAI

Wauters, Jolan; Couckuyt, Ivo; Knudde, Nicolas; Dhaene, Tom; Degroote, Joris

Indoor Person Identification Using a Low-Power FMCW Radar

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2018-07-01

182

PREAI

Vandersmissen, Baptist; Knudde, Nicolas; Jalalvand, Azarakhsh; Couckuyt, Ivo; Bourdoux, Andre; De Neve, Wesley; Dhaene, Tom

研究方向