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Nathan Garland
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Electron swarm transport in THF and water mixtures
RD White, MJ Brunger, NA Garland, RE Robson, KF Ness, G Garcia, ...
The European Physical Journal D 68, 1-6, 2014
462014
Electron transport in biomolecular gaseous and liquid systems: theory, experiment and self-consistent cross-sections
RD White, D Cocks, G Boyle, M Casey, N Garland, D Konovalov, ...
Plasma Sources Science and Technology 27 (5), 053001, 2018
382018
Transport properties of electron swarms in tetrahydrofuran under the influence of an applied electric field
NA Garland, MJ Brunger, G Garcia, J De Urquijo, RD White
Physical Review A 88 (6), 062712, 2013
342013
Neural network representability of fully ionized plasma fluid model closures
R Maulik, NA Garland, JW Burby, XZ Tang, P Balaprakash
Physics of Plasmas 27 (7), 2020
262020
Unified fluid model analysis and benchmark study for electron transport in gas and liquid analogs
NA Garland, DG Cocks, GJ Boyle, S Dujko, RD White
Plasma Sources Science and Technology 26 (7), 075003, 2017
132017
Impact of a minority relativistic electron tail interacting with a thermal plasma containing high-atomic-number impurities
NA Garland, HK Chung, CJ Fontes, MC Zammit, J Colgan, T Elder, ...
Physics of Plasmas 27 (4), 2020
122020
Electron transport and negative streamers in liquid xenon
I Simonović, NA Garland, D Bošnjaković, ZL Petrović, RD White, S Dujko
Plasma Sources Science and Technology 28 (1), 015006, 2019
122019
Approximating the nonlinear density dependence of electron transport coefficients and scattering rates across the gas–liquid interface
NA Garland, GJ Boyle, DG Cocks, RD White
Plasma Sources Science and Technology 27 (2), 024002, 2018
112018
Electron swarm and streamer transport across the gas–liquid interface: a comparative fluid model study
NA Garland, I Simonović, GJ Boyle, DG Cocks, S Dujko, RD White
Plasma Sources Science and Technology 27 (10), 105004, 2018
102018
Anisotropic angular scattering models of elastic electron-neutral collisions for Monte Carlo plasma simulations
RM Park, W Kupets, MC Zammit, J Colgan, CJ Fontes, BS Scheiner, ...
Plasma Sources Science and Technology 31 (6), 065013, 2022
62022
Understanding how minority relativistic electron populations may dominate charge state balance and radiative cooling of a post-thermal quench tokamak plasma
NA Garland, HK Chung, MC Zammit, CJ McDevitt, J Colgan, CJ Fontes, ...
Physics of Plasmas 29 (1), 2022
42022
An iterative deep learning procedure for determining electron scattering cross-sections from transport coefficients
DL Muccignat, GG Boyle, NA Garland, PW Stokes, RD White
Machine Learning: Science and Technology 5 (1), 015047, 2024
32024
Electron scattering and transport in simple liquid mixtures
GJ Boyle, NA Garland, RP McEachran, KA Mirihana, RE Robson, ...
Journal of Physics B: Atomic, Molecular and Optical Physics 57 (1), 015202, 2024
32024
Progress towards high fidelity collisional-radiative model surrogates for rapid in-situ evaluation
NA Garland, R Maulik, Q Tang, XZ Tang, P Balaprakash
3rd Workshop on Machine Learning and the Physical Sciences, 2020
32020
Theory and modelling activities in support of the ITER disruption mitigation system
E Nardon, G Huijsmans, Y Peysson, C Reux, A Matsuyama, M Lehnen, ...
IAEA FEC 2021-The 28th IAEA Fusion Energy Conference, 2021
22021
Efficient data acquisition and training of collisional-radiative model artificial neural network surrogates through adaptive parameter space sampling
NA Garland, R Maulik, Q Tang, XZ Tang, P Balaprakash
Machine Learning: Science and Technology 3 (4), 045003, 2022
12022
Efficient training of artificial neural network surrogates for a collisional-radiative model through adaptive parameter space sampling
NA Garland, R Maulik, Q Tang, XZ Tang, P Balaprakash
arXiv preprint arXiv:2112.05325, 2021
12021
Improved atomic data and collisional-radiative modeling for magnetic fusion plasmas
P Sharma, C Fontes, D Fursa, I Bray, M Zammit, J Colgan, HK Chung, ...
Bulletin of the American Physical Society, 2024
2024
Structures and regimes in topology of momentum space flow of runaway electron formation and avalanche in tokamak plasmas
N Garland, Q Tang, Z Guo, C McDevitt, X Tang
Bulletin of the American Physical Society, 2024
2024
Development of Collision Models for Applications in Plasmas
A Neukirch, M Zammit, R Park, C Fontes, N Garland, J Colgan, ...
Bulletin of the American Physical Society, 2024
2024
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