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), 2023 | 7 | 2023 |
Multivariate Correlations Discovery in Static and Streaming Data K Minartz, J d’Hondt, O Papapetrou Proceedings of the VLDB Endowment 15 (6), 1266-1278, 2022 | 4 | 2022 |
Towards Learned Simulators for Cell Migration K Minartz, Y Poels, V Menkovski NeurIPS 2022 AI for Science: Progress and Promises, 2022 | 2 | 2022 |
Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics K Minartz, Y Poels, S Koop, V Menkovski Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
Accelerating Simulation of Two-Phase Flows with Neural PDE Surrogates Y Poels, K Minartz, H Bansal, V Menkovski arXiv preprint arXiv:2405.17260, 2024 | | 2024 |
Efficient Probabilistic Modeling of Crystallization at Mesoscopic Scale P Timmer, K Minartz, V Menkovski arXiv preprint arXiv:2405.16608, 2024 | | 2024 |
Efficient detection of multivariate correlations with different correlation measures JE d’Hondt, K Minartz, O Papapetrou The VLDB Journal 33 (2), 481-505, 2024 | | 2024 |
Simulation of Scientific Experiments with Generative Models S Veretennikov, K Minartz, V Menkovski, B Gumuscu, J de Boer International Symposium on Intelligent Data Analysis, 341-353, 2022 | | 2022 |
Correlation Detective: Efficient Multivariate Correlation Discovery K Minartz | | 2021 |