Determining cross sections from transport coefficients using deep neural networks PW Stokes, DG Cocks, MJ Brunger, RD White
Plasma Sources Science and Technology 29 (5), 055009, 2020
38 2020 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
38 2018 Self-consistent electron–THF cross sections derived using data-driven swarm analysis with a neural network model PW Stokes, MJE Casey, DG Cocks, J de Urquijo, G García, MJ Brunger, ...
Plasma Sources Science and Technology 29 (10), 105008, 2020
22 2020 A Complete Cross Section Data Set for Electron Scattering by Pyridine: Modelling Electron Transport in the Energy Range 0–100 eV F Costa, A Traoré-Dubuis, L Álvarez, AI Lozano, X Ren, A Dorn, ...
International Journal of Molecular Sciences 21 (18), 6947, 2020
20 2020 Integral cross sections for electron–magnesium scattering over a broad energy range (0–5000 eV) RP McEachran, F Blanco, G García, PW Stokes, RD White, MJ Brunger
Journal of Physical and Chemical Reference Data 47 (4), 2018
20 2018 Efficient numerical solution of the time fractional diffusion equation by mapping from its Brownian counterpart PW Stokes, B Philippa, W Read, RD White
Journal of Computational Physics 282, 334-344, 2015
15 2015 Foundations and interpretations of the pulsed-Townsend experiment MJE Casey, PW Stokes, DG Cocks, D Bošnjaković, I Simonović, ...
Plasma Sources Science and Technology 30 (3), 035017, 2021
14 2021 Integral cross sections for electron–zinc scattering over a broad energy range (0.01–5000 eV) RP McEachran, BP Marinković, G García, RD White, PW Stokes, ...
Journal of Physical and Chemical Reference Data 49 (1), 2020
14 2020 Third-order transport coefficient tensor of charged-particle swarms in electric and magnetic fields I Simonović, D Bošnjaković, ZL Petrović, P Stokes, RD White, S Dujko
Physical Review E 101 (2), 023203, 2020
12 2020 Boltzmann’s equation at 150: Traditional and modern solution techniques for charged particles in neutral gases GJ Boyle, PW Stokes, RE Robson, RD White
The Journal of Chemical Physics 159 (2), 2023
11 2023 An improved set of electron-THFA cross sections refined through a neural network-based analysis of swarm data PW Stokes, SP Foster, MJE Casey, DG Cocks, O González-Magaña, ...
The Journal of Chemical Physics 154 (8), 2021
11 2021 Third-order transport coefficients for localised and delocalised charged-particle transport PW Stokes, I Simonović, B Philippa, D Cocks, S Dujko, RD White
Scientific reports 8 (1), 2226, 2018
10 2018 A complete data set for the simulation of electron transport through gaseous tetrahydrofuran in the energy range 1–100 A García-Abenza, AI Lozano, L Álvarez, JC Oller, F Blanco, P Stokes, ...
The European Physical Journal D 75 (12), 303, 2021
8 2021 Toward a complete and comprehensive cross section database for electron scattering from NO using machine learning PW Stokes, RD White, L Campbell, MJ Brunger
The Journal of Chemical Physics 155 (8), 2021
8 2021 Positron scattering from gas-phase beryllium and magnesium: theory, recommended cross sections, and transport simulations F Blanco, G García, RP McEachran, PW Stokes, RD White, MJ Brunger
Journal of Physical and Chemical Reference Data 48 (3), 2019
8 2019 Solution of a generalized Boltzmann's equation for nonequilibrium charged-particle transport via localized and delocalized states PW Stokes, B Philippa, D Cocks, RD White
Physical Review E 93 (3), 032119, 2016
8 2016 Recommended Cross Sections for Electron–Indium Scattering KR Hamilton, O Zatsarinny, K Bartschat, MS Rabasović, D Šević, ...
Journal of Physical and Chemical Reference Data 50 (1), 2021
7 2021 Simulating the Feasibility of Using Liquid Micro-Jets for Determining Electron–Liquid Scattering Cross-Sections DL Muccignat, PW Stokes, DG Cocks, JR Gascooke, DB Jones, ...
International Journal of Molecular Sciences 23 (6), 3354, 2022
6 2022 Electron-impact excitation of the ( KR Hamilton, O Zatsarinny, K Bartschat, MS Rabasović, D Šević, ...
Physical Review A 102 (2), 022801, 2020
6 2020 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
5 2024 
Daniel CocksAustralian National University, AustraliaVerifisert e-postadresse på anu.edu.au
