Yoeri Poels

According to our database, Yoeri Poels authored at least 9 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Plasma State Monitoring and Disruption Characterization using Multimodal VAEs.

Yoeri Poels, Alessandro Pau, Christian Donner, Giulio Romanelli, Olivier Sauter, Cristina Venturini, Vlado Menkovski, TCV Team, The WPTE team

CoRR, April, 2025

Robust Confinement State Classification with Uncertainty Quantification through Ensembled Data-Driven Methods.

Yoeri Poels, Cristina Venturini, Alessandro Pau, Olivier Sauter, Vlado Menkovski, TCV Team, The WPTE team

CoRR, February, 2025

Learning Plasma Dynamics and Robust Rampdown Trajectories with Predict-First Experiments at TCV.

Allen M. Wang, Alessandro Pau, Cristina Rea, Oswin So, Charles Dawson, Olivier Sauter, Mark D. Boyer, Anna Vu, Cristian Galperti, Chuchu Fan, Antoine Merle, Yoeri Poels, Cristina Venturini, Stefano Marchioni, TCV Team

CoRR, February, 2025

2024

Accelerating Simulation of Two-Phase Flows with Neural PDE Surrogates.

Yoeri Poels, Koen Minartz, Harshit Bansal, Vlado Menkovski

CoRR, 2024

2023

Fast Dynamic 1D Simulation of Divertor Plasmas with Neural PDE Surrogates.

Yoeri Poels, Gijs Derks, Egbert Westerhof, Koen Minartz, Sven Wiesen, Vlado Menkovski

CoRR, 2023

Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics.

Koen Minartz, Yoeri Poels, Simon M. Koop, Vlado Menkovski

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Towards Learned Simulators for Cell Migration.

Koen Minartz, Yoeri Poels, Vlado Menkovski

CoRR, 2022

VAE-CE: Visual Contrastive Explanation Using Disentangled VAEs.

Yoeri Poels, Vlado Menkovski

Proceedings of the Advances in Intelligent Data Analysis XX, 2022

2019

Overlap-Free Drawing of Generalized Pythagoras Trees for Hierarchy Visualization.

Tanja Munz, Michael Burch, Toon van Benthem, Yoeri Poels, Fabian Beck, Daniel Weiskopf

Proceedings of the 30th IEEE Visualization Conference, 2019