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20182023
most citedConstructing a new predictive scaling formula for ITER's divertor heat-load width informed by a simulation-anchored machine learning

44 citations · 139 across the 10 of their papers we have counts for

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Showing physics.plasm-phShow all

7 papers · 1 filter

physics.plasm-ph2023★ 7 cited

Effects of collisional ion orbit loss on tokamak radial electric field and toroidal rotation in an L-mode plasma

Hongxuan Zhu, T. Stoltzfus-Dueck, R. Hager +2

Ion orbit loss has been used to model the formation of a strong negative radial electric field in the tokamak edge, as well as edge momentum transport and toroidal rotation.…

physics.plasm-ph2023★ 10 cited

Transport Barrier and Spinning Blob Dynamics in the Tokamak Edge

Junyi Cheng, James Myra, Seung-Hoe Ku +3

In this work, we investigate the dynamics of plasma blobs in the edge of magnetic confinement devices using a full-f gyrokinetic particle-in-cell code with X-point geometry. In sim…

physics.plasm-ph2021★ 44 cited

Constructing a new predictive scaling formula for ITER's divertor heat-load width informed by a simulation-anchored machine learning

C. S. Chang, S. Ku, R. Hager +6

Understanding and predicting divertor heat-load width is a critically important problem for an easier and more robust operation of ITER with high fusion gain. Previous predic…

physics.plasm-ph2020★ 8 cited

Geometric Electrostatic Particle-In-Cell Algorithm on Unstructured Meshes

Zhenyu Wang, Hong Qin, Benjamin Sturdevant +1

We present a geometric Particle-in-Cell (PIC) algorithm on two-dimensional (2D) unstructured meshes for studying electrostatic perturbations in magnetized plasmas. In this method,…

physics.plasm-ph2020★ 1 cited

Encoder-decoder neural network for solving the nonlinear Fokker-Planck-Landau collision operator in XGC

M. A. Miller, R. M. Churchill, A. Dener +3

An encoder-decoder neural network has been used to examine the possibility for acceleration of a partial integro-differential equation, the Fokker-Planck-Landau collision operator.…

physics.plasm-ph2018★ 18 cited

A tight-coupling scheme sharing minimum information across a spatial interface between gyrokinetic turbulence codes

Julien Dominski, Seung-Hoe Ku, Choong-Seock Chang +5

A new scheme that tightly couples kinetic turbulence codes across a spatial interface is introduced. This scheme evolves from considerations of competing strategies and down-select…

physics.plasm-ph2018★ 9 cited

Gyroaveraging operations using adaptive matrix operators

Julien Dominski, Seung-Hoe Ku, Choong-Seock Chang

A new adaptive scheme to be used in Particle-In-Cell codes for carrying out gyroaveraging operations with matrices is presented. This new scheme uses an intermediate velocity grid…