Cover Image

Sensitivity Analysis of Transport and Radiation in NeuralPlasmaODE for ITER Burning Plasmas

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Zefang, Stacey, Weston M.
Format:	Preprint
Published:	2025
Subjects:	Plasma Physics Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Application of Neural Ordinary Differential Equations for ITER Burning Plasma Dynamics
by: Liu, Zefang, et al.
Published: (2024)

Optimizing External Sources for Controlled Burning Plasma in Tokamaks with Neural Ordinary Differential Equations
by: Liu, Zefang, et al.
Published: (2025)

Application of Neural Ordinary Differential Equations for Tokamak Plasma Dynamics Analysis
by: Liu, Zefang, et al.
Published: (2024)

A Generalized Multinodal Model for Plasma Particle and Energy Transport
by: Liu, Zefang, et al.
Published: (2025)

Prediction of Performance and Turbulence in ITER Burning Plasmas via Nonlinear Gyrokinetic Profile Prediction
by: Howard, N. T., et al.
Published: (2024)

Plasma Surrogate Modelling using Fourier Neural Operators
by: Gopakumar, Vignesh, et al.
Published: (2023)

Differentiable Programming for Computational Plasma Physics
by: McGreivy, Nick
Published: (2024)

Machine Learning Applications to Computational Plasma Physics and Reduced-Order Plasma Modeling: A Perspective
by: Faraji, Farbod, et al.
Published: (2024)

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence
by: Galletti, Gianluca, et al.
Published: (2025)

The Machine Learning Approach to Moment Closure Relations for Plasma: A Review
by: Burles, Samuel, et al.
Published: (2025)

Plasma Shape Control via Zero-shot Generative Reinforcement Learning
by: Wu, Niannian, et al.
Published: (2025)

Helical Core Formation and MHD Stability in ITER-Scale Plasmas with Fusion-born Alpha Particles
by: Adulsiriswad, P., et al.
Published: (2025)

Integrated Radiation-Magneto-Hydrodynamic Simulations of Magnetized Burning Plasmas. I. Magnetizing Ignition-Class Designs
by: Djordjević, B. Z., et al.
Published: (2026)

Machine Learning-Integrated Hybrid Fluid-Kinetic Framework for Quantum Electrodynamic Laser Plasma Simulations
by: Saremi, Sadra, et al.
Published: (2025)

Towards Transparent and Accurate Plasma State Monitoring at JET
by: Bürli, Andrin, et al.
Published: (2025)

Large-Angle Collisions in Burning Plasmas of Inertial Confinement Fusions
by: Xue, Y. H., et al.
Published: (2024)

Effects of Tungsten Radiative Cooling on Impurity, Heat and Momentum Transport in DIII-D Plasmas
by: Biwole, A. Tema, et al.
Published: (2026)

GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations
by: Paischer, Fabian, et al.
Published: (2025)

How Fusion-Born Alpha Particles Suppress Microturbulence in Burning Plasmas
by: Di Siena, Alessandro, et al.
Published: (2026)

Time-Embedded Convolutional Neural Networks for Modeling Plasma Heat Transport
by: Luo, Mufei, et al.
Published: (2025)

Hybrid Fourier Neural Operator-Plasma Fluid Model for Fast and Accurate Multiscale Simulations of High Power Microwave Breakdown
by: Pandya, Kalp, et al.
Published: (2025)

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics
by: Boschi, Tobia, et al.
Published: (2026)

Dynamic SOLPS ‐ ITER Modeling of X‐Point Radiation Regime
by: A. Poletaeva, et al.
Published: (2026)

A Multiscale Eulerian Vlasov-Rosenbluth-Fokker-Planck Algorithm for Thermonuclear Burning Plasmas
by: Reichelt, Benjamin L., et al.
Published: (2025)

Automated Classification of Plasma Regions at Mars Using Machine Learning
by: Qin, Yilan, et al.
Published: (2026)

Shallow Recurrent Decoder for Reduced Order Modeling of Plasma Dynamics
by: Kutz, J. Nathan, et al.
Published: (2024)

Numerical simulation of a helium Plasma-Material Interaction experiment in GyM linear device through SOLPS-ITER and ERO2.0 codes
by: Mombelli, F., et al.
Published: (2024)

Plasma State Monitoring and Disruption Characterization using Multimodal VAEs
by: Poels, Yoeri, et al.
Published: (2025)

Learning Plasma Dynamics and Robust Rampdown Trajectories with Predict-First Experiments at TCV
by: Wang, Allen M., et al.
Published: (2025)

Transport Characteristics and Modelling of ST40 Hot Ion Plasmas
by: Tzanis, MS Anastopoulos, et al.
Published: (2025)

TGLF-WINN: Data-Efficient Deep Learning Surrogate for Turbulent Transport Modeling in Fusion
by: Cao, Yadi, et al.
Published: (2025)

Molecular Dynamics Simulation of Hydrodynamic Transport Coefficients in Plasmas
by: Damman, Briggs, et al.
Published: (2025)

Burst Intensification by Singularity Emitting Radiation in Laser Plasma
by: Pirozhkov, Alexander S., et al.
Published: (2026)

Experimental Validation of Collision-Radiation Dataset for Molecular Hydrogen in Plasmas
by: Fujii, Keisuke, et al.
Published: (2024)

Lithium Droplet Transport in Tokamak Edge Plasmas
by: Diaw, A., et al.
Published: (2026)

Ion Temperature Measurements in the MAST-U Divertor During Steady State Plasmas and ELM Burn Through Phenomena
by: Damizia, Y., et al.
Published: (2024)

On The Structure of Plasma Jets in the Rotating Plasma Experiment
by: Valenzuela-Villaseca, V., et al.
Published: (2023)

Introduction to Stability and Turbulent Transport in Magnetic Confinement Fusion Plasmas
by: Parisi, J. F.
Published: (2025)

Spin Transport Hydrodynamics of Polarized Deuterium-Tritium Fusion Plasma
by: Hu, Ronghao, et al.
Published: (2022)

First Results of SOLPS ‐ ITER Wide Grid ITER Modeling With Drifts
by: Nikita Shtyrkhunov, et al.
Published: (2026)