| 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 | 71 | 2016 |
| Scalable federated machine learning with fedn M Ekmefjord, A Ait-Mlouk, S Alawadi, M Åkesson, P Singh, O Spjuth, ... 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet …, 2022 | 49 | 2022 |
| 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 | 48 | 2014 |
| Convolutional neural networks as summary statistics for approximate Bayesian computation M Åkesson, P Singh, F Wrede, A Hellander IEEE/ACM Transactions on Computational Biology and Bioinformatics 19 (6 …, 2021 | 43 | 2021 |
| 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, 172-193, 2017 | 38 | 2017 |
| A balanced sequential design strategy for global surrogate modeling P Singh, D Deschrijver, T Dhaene 2013 Winter Simulations Conference (WSC), 2172-2179, 2013 | 32 | 2013 |
| Automatic document image binarization using bayesian optimization E Vats, A Hast, P Singh Proceedings of the 4th International Workshop on Historical Document Imaging …, 2017 | 29 | 2017 |
| 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, 1425-1438, 2017 | 29 | 2017 |
| Proactive autoscaling for edge computing systems with kubernetes L Ju, P Singh, S Toor Proceedings of the 14th IEEE/ACM International Conference on Utility and …, 2021 | 27 | 2021 |
| 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 | 22 | 2017 |
| 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 | 22 | 2016 |
| 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 | 19 | 2013 |
| 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 | 14 | 2016 |
| 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 | 12 | 2013 |
| Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods R Jiang, P Singh, F Wrede, A Hellander, L Petzold PLoS computational biology 18 (1), e1009830, 2022 | 11 | 2022 |
| 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 | 10 | 2021 |
| Scalable machine learning-assisted model exploration and inference using Sciope P Singh, F Wrede, A Hellander Bioinformatics 37 (2), 279-281, 2021 | 10 | 2021 |
| Hyperparameter optimization for approximate Bayesian computation P Singh, A Hellander 2018 Winter Simulation Conference (WSC), 1718-1729, 2018 | 10 | 2018 |
| 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 | 8 | 2022 |
| Design of experiments for model-based optimization P Singh Ghent University, 2016 | 7 | 2016 |
Tom DhaeneGhent University - imecVerified email at ugent.be
