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

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

30 May 2023

Sven Wiesen

Vlado Menkovski

Papers citing "Fast Dynamic 1D Simulation of Divertor Plasmas with Neural PDE Surrogates"

11 / 11 papers shown

Title
Plasma State Monitoring and Disruption Characterization using Multimodal VAEs Y. Poels Alessandro Pau Christian Donner Giulio Romanelli Olivier Sauter Cristina Venturini Vlado Menkovski TCV Team WPTE team 36 0 0 24 Apr 2025
Robust Confinement State Classification with Uncertainty Quantification through Ensembled Data-Driven Methods Y. Poels Cristina Venturini Alessandro Pau Olivier Sauter Vlado Menkovski TCV Team WPTE team 62 1 0 24 Feb 2025
Accelerating Simulation of Two-Phase Flows with Neural PDE Surrogates Y. Poels Koen Minartz Harshit Bansal Vlado Menkovski AI4CE 42 1 0 27 May 2024
Efficient Probabilistic Modeling of Crystallization at Mesoscopic Scale Pol Timmer Koen Minartz Vlado Menkovski AI4CE 45 0 0 26 May 2024
A novel Fourier neural operator framework for classification of multi-sized images: Application to three dimensional digital porous media Ali Kashefi T. Mukerji AI4CE 46 4 0 18 Feb 2024
Plasma Surrogate Modelling using Fourier Neural Operators Vignesh Gopakumar Stanislas Pamela L. Zanisi Zong-Yi Li Ander Gray ... Matt Kusner M. Deisenroth A. Anandkumar Jorek Team Mast Team AI4CE 30 17 0 10 Nov 2023
Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics Koen Minartz Y. Poels Simon Koop Vlado Menkovski 35 5 0 23 May 2023
Neural Conservation Laws: A Divergence-Free Perspective Jack Richter-Powell Y. Lipman Ricky T. Q. Chen 56 51 0 04 Oct 2022
Towards Multi-spatiotemporal-scale Generalized PDE Modeling Jayesh K. Gupta Johannes Brandstetter AI4CE 61 120 0 30 Sep 2022
Attention Beats Concatenation for Conditioning Neural Fields Daniel Rebain Mark J. Matthews K. M. Yi Gopal Sharma Dmitry Lagun Andrea Tagliasacchi AI4CE 45 22 0 21 Sep 2022
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 265 2,309 0 18 Oct 2020