| Overlap-free drawing of generalized pythagoras trees for hierarchy visualization T Munz, M Burch, T van Benthem, Y Poels, F Beck, D Weiskopf 2019 IEEE Visualization Conference (VIS), 251-255, 2019 | 13 | 2019 |
| Fast dynamic 1D simulation of divertor plasmas with neural PDE surrogates Y Poels, G Derks, E Westerhof, K Minartz, S Wiesen, V Menkovski Nuclear Fusion 63 (12), 126012, 2023 | 11 | 2023 |
| Developing deep learning algorithms for inferring upstream separatrix density at JET A Kit, AE Järvinen, S Wiesen, Y Poels, L Frassinetti, JET Contributors Nuclear Materials and Energy 34, 101347, 2023 | 6 | 2023 |
| Data-driven models in fusion exhaust: AI methods and perspectives S Wiesen, S Dasbach, A Kit, AE Jaervinen, A Gillgren, A Ho, A Panera, ... Nuclear Fusion 64 (8), 086046, 2024 | 5 | 2024 |
| Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics K Minartz, Y Poels, S Koop, V Menkovski Advances in Neural Information Processing Systems 36, 2024 | 4 | 2024 |
| Overview of the EUROfusion Tokamak Exploitation programme in support of ITER and DEMO EH Joffrin, M Wischmeier, M Baruzzo, A Hakola, A Kappatou, D Keeling, ... Nuclear Fusion, 2023 | 3 | 2023 |
| Towards Learned Simulators for Cell Migration K Minartz, Y Poels, V Menkovski NeurIPS 2022 AI for Science: Progress and Promises, 2022 | 3 | 2022 |
| VAE-CE: Visual Contrastive Explanation using Disentangled VAEs Y Poels, V Menkovski International Symposium on Intelligent Data Analysis, 237-250, 2022 | 3 | 2022 |
| Experimental research on the TCV tokamak BP Duval, A Abdolmaleki, M Agostini, CJ Ajay, S Alberti, E Alessi, ... Nuclear Fusion 64 (11), 112023, 2024 | 2 | 2024 |
| On learning latent dynamics of the AUG plasma state A Kit, AE Järvinen, YRJ Poels, S Wiesen, V Menkovski, R Fischer, ... Physics of Plasmas 31 (3), 2024 | 1 | 2024 |
| Representation learning algorithms for inferring machine independent latent features in pedestals in JET and AUG AE Järvinen, A Kit, YRJ Poels, S Wiesen, V Menkovski, L Frassinetti, ... Physics of Plasmas 31 (3), 2024 | 1 | 2024 |
| Accelerating Simulation of Two-Phase Flows with Neural PDE Surrogates Y Poels, K Minartz, H Bansal, V Menkovski ICML 2024 AI for Science Workshop, 2024 | | 2024 |
| Contrastive Explanation using Supervised Generative Models Y Poels | | 2021 |
Vlado MenkovskiAssociate Professor, Eindhoven University of TechnologyAdresse e-mail validée de tue.nl
