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Prashant Singh
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Shape optimization of a cyclone separator using multi-objective surrogate-based optimization
P Singh, I Couckuyt, K Elsayed, D Deschrijver, T Dhaene
Applied Mathematical Modelling 40 (5-6), 4248-4259, 2016
402016
A constrained multi-objective surrogate-based optimization algorithm
P Singh, I Couckuyt, F Ferranti, T Dhaene
2014 IEEE Congress on Evolutionary Computation (CEC), 3080-3087, 2014
292014
Automatic document image binarization using bayesian optimization
E Vats, A Hast, P Singh
Proceedings of the 4th International Workshop on Historical Document Imaging …, 2017
252017
A balanced sequential design strategy for global surrogate modeling
P Singh, D Deschrijver, T Dhaene
2013 Winter Simulations Conference (WSC), 2172-2179, 2013
252013
Multi-objective geometry optimization of a gas cyclone using triple-fidelity co-kriging surrogate models
P Singh, I Couckuyt, K Elsayed, D Deschrijver, T Dhaene
Journal of Optimization Theory and Applications 175 (1), 172-193, 2017
202017
Measurement‐based wireless network planning, monitoring, and reconfiguration solution for robust radio communications in indoor factories
X Gong, J Trogh, Q Braet, E Tanghe, P Singh, D Plets, J Hoebeke, ...
IET Science, Measurement & Technology 10 (4), 375-382, 2016
202016
A sequential sampling strategy for adaptive classification of computationally expensive data
P Singh, J Herten, D Deschrijver, I Couckuyt, T Dhaene
Structural and Multidisciplinary Optimization 55 (4), 1425-1438, 2017
192017
Convolutional neural networks as summary statistics for approximate bayesian computation
M Akesson, P Singh, F Wrede, A Hellander
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2021
152021
Accurate hotspot localization by sampling the near-field pattern of electronic devices
P Singh, D Deschrijver, D Pissoort, T Dhaene
IEEE Transactions on Electromagnetic Compatibility 55 (6), 1365-1368, 2013
132013
Constrained multi‐objective antenna design optimization using surrogates
P Singh, M Rossi, I Couckuyt, D Deschrijver, H Rogier, T Dhaene
International Journal of Numerical Modelling: Electronic Networks, Devices …, 2017
112017
Adaptive classification algorithm for EMC‐compliance testing of electronic devices
P Singh, D Deschrijver, D Pissoort, T Dhaene
Electronics Letters 49 (24), 1526-1528, 2013
112013
Automated line-based sequential sampling and modeling algorithm for EMC near-field scanning
P Singh, T Claeys, GAE Vandenbosch, D Pissoort
IEEE Transactions on Electromagnetic Compatibility 59 (2), 704-709, 2016
92016
Epidemiological modeling in StochSS Live!
R Jiang, B Jacob, M Geiger, S Matthew, B Rumsey, P Singh, F Wrede, ...
Bioinformatics 37 (17), 2787-2788, 2021
62021
Scalable machine learning-assisted model exploration and inference using Sciope
P Singh, F Wrede, A Hellander
Bioinformatics 37 (2), 279-281, 2021
62021
Learning surrogate models of document image quality metrics for automated document image processing
P Singh, E Vats, A Hast
2018 13th IAPR International Workshop on Document Analysis Systems (DAS), 67-72, 2018
62018
Classification aided domain reduction for high dimensional optimization
P Singh, F Ferranti, D Deschrijver, I Couckuyt, T Dhaene
Proceedings of the Winter Simulation Conference 2014, 3928-3939, 2014
62014
Design of experiments for model-based optimization
P Singh
Ghent University, 2016
52016
Multi-statistic approximate Bayesian computation with multi-armed bandits
P Singh, A Hellander
arXiv preprint arXiv:1805.08647, 2018
42018
Hyperparameter optimization for approximate Bayesian computation
P Singh, A Hellander
2018 Winter Simulation Conference (WSC), 1718-1729, 2018
32018
Robust and integrative bayesian neural networks for likelihood-free parameter inference
F Wrede, R Eriksson, R Jiang, L Petzold, S Engblom, A Hellander, ...
2022 International Joint Conference on Neural Networks (IJCNN), 1-10, 2022
22022
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