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Journal Articles

Improved flux-surface parameterization through constrained nonlinear optimization

G. Snoep, J. T. W. Koenders, C. Bourdelle, J. Citrin, JET Contributors

Phys. Plasmas 30, 063906 (2023)

https://doi.org/10.1063/5.0145001

Published: June 2023

View article titled, Improved flux-surface parameterization through constrained nonlinear optimization

Journal Articles

Optimization of transformer ratio and beam loading in a plasma wakefield accelerator with a structure-exploiting algorithm

Q. Su, J. Larson, T. N. Dalichaouch, F. Li, W. An, L. Hildebrand, Y. Zhao, V. Decyk, P. Alves, S. M. Wild, W. B. Mori

Phys. Plasmas 30, 053108 (2023)

https://doi.org/10.1063/5.0142940

Published: May 2023

View article titled, Optimization of transformer ratio and beam loading in a plasma wakefield accelerator with a structure-exploiting algorithm

Journal Articles

Direct stellarator coil optimization for nested magnetic surfaces with precise quasi-symmetry

Andrew Giuliani, Florian Wechsung, Antoine Cerfon, Matt Landreman, Georg Stadler

Phys. Plasmas 30, 042511 (2023)

https://doi.org/10.1063/5.0129716

Published: April 2023

View article titled, Direct stellarator coil optimization for nested magnetic surfaces with precise quasi-symmetry

Journal Articles

Transfer learning driven design optimization for inertial confinement fusion

K. D. Humbird, J. L. Peterson

Phys. Plasmas 29, 102701 (2022)

https://doi.org/10.1063/5.0100364

Published: October 2022

View article titled, Transfer learning driven design optimization for inertial confinement fusion

Journal Articles

Analysis of core asymmetries in inertial confinement fusion implosions using three-dimensional hot-spot reconstruction

Phys. Plasmas 29, 082705 (2022)

https://doi.org/10.1063/5.0102167

Published: August 2022

View article titled, Analysis of core asymmetries in inertial confinement fusion implosions using three-dimensional hot-spot reconstruction

Journal Articles

Identification of high order closure terms from fully kinetic simulations using machine learning

B. Laperre, J. Amaya, S. Jamal, G. Lapenta

Phys. Plasmas 29, 032706 (2022)

https://doi.org/10.1063/5.0066397

Published: March 2022

View article titled, Identification of high order closure terms from fully kinetic simulations using machine learning

Journal Articles

Neural network tokamak equilibria with incompressible flows

D. A. Kaltsas, G. N. Throumoulopoulos

Phys. Plasmas 29, 022506 (2022)

https://doi.org/10.1063/5.0073033

Published: February 2022

View article titled, Neural network tokamak equilibria with incompressible flows

Journal Articles

Parameter interval optimization of the DBD plasma actuator based on orthogonal experiment and RBF neural network approximation model

Yanghui Zhang, Xingjun Hu, Zheng Hui, Yichen Liu, Zhiqiang Zhang, Jingyu Wang

Phys. Plasmas 28, 023504 (2021)

https://doi.org/10.1063/5.0037035

Published: February 2021

View article titled, Parameter interval optimization of the DBD plasma actuator based on orthogonal experiment and RBF neural network approximation model

Journal Articles

Deep convolutional neural networks for multi-scale time-series classification and application to tokamak disruption prediction using raw, high temporal resolution diagnostic data

R. M. Churchill, B. Tobias, Y. Zhu, DIII-D team

Phys. Plasmas 27, 062510 (2020)

https://doi.org/10.1063/1.5144458

Published: June 2020

View article titled, Deep convolutional neural networks for multi-scale time-series classification and application to tokamak disruption prediction using raw, high temporal resolution diagnostic data

Journal Articles

Deep learning: A guide for practitioners in the physical sciences

Brian K. Spears, James Brase, Peer-Timo Bremer, Barry Chen, John Field, Jim Gaffney, Michael Kruse, Steve Langer, Katie Lewis, Ryan Nora, Jayson Luc Peterson, Jayaraman Jayaraman Thiagarajan, Brian Van Essen, Kelli Humbird

Phys. Plasmas 25, 080901 (2018)

https://doi.org/10.1063/1.5020791

Published: August 2018

View article titled, Deep learning: A guide for practitioners in the physical sciences

Journal Articles

Optimization of a triode-type cusp electron gun for a W-band gyro-TWA

Liang Zhang, Craig R. Donaldson, Wenlong He

Phys. Plasmas 25, 043120 (2018)

https://doi.org/10.1063/1.5028262

Published: April 2018

View article titled, Optimization of a triode-type cusp electron gun for a W-band gyro-TWA

Journal Articles

Objective quantification of mode competition in THz BWO optimization

Rong Bao, Hongguang Wang, Ruxia Zhang, Yongdong Li, Chunliang Liu

Phys. Plasmas 24, 113101 (2017)

https://doi.org/10.1063/1.4993087

Published: October 2017

View article titled, Objective quantification of mode competition in THz BWO optimization

Journal Articles

A semi-analytical solver for the Grad-Shafranov equation

D. Ciro, I. L. Caldas

Phys. Plasmas 21, 112501 (2014)

https://doi.org/10.1063/1.4901036

Published: November 2014

View article titled, A semi-analytical solver for the Grad-Shafranov equation

Journal Articles

Investigation of a polychromatic tomography method for the extraction of the three-dimensional spatial structure of implosion core plasmas

T. Nagayama, R. C. Mancini, R. Florido, D. Mayes, R. Tommasini, J. A. Koch, J. A. Delettrez, S. P. Regan, V. A. Smalyuk

Phys. Plasmas 19, 082705 (2012)

https://doi.org/10.1063/1.4743017

Published: August 2012

View article titled, Investigation of a polychromatic tomography method for the extraction of the three-dimensional spatial structure of implosion core plasmas

Journal Articles

Polar-direct-drive simulations and experiments

J. A. Marozas, F. J. Marshall, R. S. Craxton, I. V. Igumenshchev, S. Skupsky, M. J. Bonino, T. J. B. Collins, R. Epstein, V. Yu. Glebov, D. Jacobs-Perkins, J. P. Knauer, R. L. McCrory, P. W. McKenty, D. D. Meyerhofer, S. G. Noyes, P. B. Radha, T. C. Sangster, W. Seka, V. A. Smalyuk

Phys. Plasmas 13, 056311 (2006)

https://doi.org/10.1063/1.2184949

Published: May 2006

View article titled, Polar-direct-drive simulations and experiments

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Topics

Improved flux-surface parameterization through constrained nonlinear optimization

Optimization of transformer ratio and beam loading in a plasma wakefield accelerator with a structure-exploiting algorithm

Direct stellarator coil optimization for nested magnetic surfaces with precise quasi-symmetry

Transfer learning driven design optimization for inertial confinement fusion

Analysis of core asymmetries in inertial confinement fusion implosions using three-dimensional hot-spot reconstruction

Identification of high order closure terms from fully kinetic simulations using machine learning

Neural network tokamak equilibria with incompressible flows

Parameter interval optimization of the DBD plasma actuator based on orthogonal experiment and RBF neural network approximation model

Deep convolutional neural networks for multi-scale time-series classification and application to tokamak disruption prediction using raw, high temporal resolution diagnostic data

Deep learning: A guide for practitioners in the physical sciences

Optimization of a triode-type cusp electron gun for a W-band gyro-TWA

Objective quantification of mode competition in THz BWO optimization

A semi-analytical solver for the Grad-Shafranov equation

Investigation of a polychromatic tomography method for the extraction of the three-dimensional spatial structure of implosion core plasmas

Polar-direct-drive simulations and experiments

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