Nicolas Knudde
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Indoor person identification using a low-power FMCW radar
B Vandersmissen, N Knudde, A Jalalvand, I Couckuyt, A Bourdoux, ...
IEEE Transactions on Geoscience and Remote Sensing 56 (7), 3941-3952, 2018
GPflowOpt: A Bayesian Optimization Library using TensorFlow
N Knudde, J van der Herten, T Dhaene, I Couckuyt
arXiv preprint arXiv:1711.03845, 2017
Indoor tracking of multiple persons with a 77 GHz MIMO FMCW radar
N Knudde, B Vandersmissen, K Parashar, I Couckuyt, A Javaland, ...
European Radar Conference 14, 61-64, 2017
Air-suspended SU-8 strip waveguides with high refractive index contrast
A Marinins, N Knudde, S Popov
IEEE Photonics Technology Letters 28 (17), 1862-1865, 2016
Structured Inference Networks Using High-Dimensional Sensors for Surveillance Purposes
V Polfliet, N Knudde, B Vandersmissen, I Couckuyt, T Dhaene
International Conference on Engineering Applications of Neural Networks, 16-27, 2018
Data-Efficient Bayesian Optimization with Constraints for Power Amplifier Design
N Knudde, I Couckuyt, D Spina, K Łukasik, P Barmuta, D Schreurs, ...
2018 IEEE MTT-S International Conference on Numerical Electromagnetic and …, 2018
Indoor human activity recognition using high-dimensional sensors and deep neural networks
B Vandersmissen, N Knudde, A Jalalvand, I Couckuyt, T Dhaene, ...
Neural Computing and Applications, 1-15, 2019
Multi-objective Bayesian Optimization for Engineering Simulation
J van der Herten, N Knudde, I Couckuyt, T Dhaene
High-Performance Simulation-Based Optimization, 47-68, 2020
Multi-objective optimization of a wing fence on an unmanned aerial vehicle using surrogate-derived gradients
J Wauters, I Couckuyt, N Knudde, T Dhaene, J Degroote
Structural and Multidisciplinary Optimization, 1-12, 2019
MFITS: Bayesian active learning with support for continuous fidelity parameters and variable cost
N Knudde, I Couckuyt, T Dhaene
6th ICML Workshop on Automated Machine Learning, 1-8, 2019
Deep Gaussian Process metamodeling of sequentially sampled non-stationary response surfaces
V Dutordoir, N Knudde, J van der Herten, I Couckuyt, T Dhaene
Winter Simulation Conference (WSC), 1728-1739, 2018
Free-standing SU-8 optical waveguides for dense photonic integration
A Marinins, N Knudde, S Popov
Laser Science, JW4A. 159, 2016
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