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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
442014
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
352018
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
352013
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
232020
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
132019
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
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
122017
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
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
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
32022
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
Semi-empirical analysis of leptons in gases in crossed electric and magnetic fields. Part II. Transverse compression of muon beams
M Hildebrandt, RE Robson, N Garland
The Journal of Chemical Physics 159 (19), 2023
12023
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
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
12021
An iterative deep learning procedure for determining electron scattering cross-sections from transport coefficients
DL Muccignat, GG Boyle, NA Garland, PW Stokes, RD White
arXiv preprint arXiv:2311.13170, 2023
2023
Comparative analysis of different plasma models and machine learning approaches for accurate plasma-parameter estimation
P Sharma, C Fontes, M Zammit, J Colgan, HK Chung, N Garland, X Tang
Bulletin of the American Physical Society, 2023
2023
Electron scattering and transport in simple liquid mixtures
G Boyle, N Garland, B McEachran, K Mirihana, R Robson, J Sullivan, ...
arXiv preprint arXiv:2310.06426, 2023
2023
Improving electron transport in Monte Carlo simulations using high-fidelity collision models
R Park, M Zammit, A Neukirch, B Scheiner, J Colgan, C Fontes, ...
Bulletin of the American Physical Society, 2023
2023
Atomic and Molecular Collision Models and Data for Plasma Modeling
M Zammit, J Colgan, C Fontes, N Garland, A Neukirch, R Park, J Sanchez, ...
Bulletin of the American Physical Society, 2023
2023
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