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physics.plasm-ph2020
Self-consistent electron-THF cross sections derived using data-driven swarm analysis with a neural network model
Peter W. Stokes, Madalyn J. E. Casey, Daniel G. Cocks +4
We present a set of self-consistent cross sections for electron transport in gaseous tetrahydrofuran (THF), that refines the set published in our previous study [J. de Urquijo et a…
physics.plasm-ph2019
Determining cross sections from transport coefficients using deep neural networks
Peter W. Stokes, Daniel G. Cocks, Michael J. Brunger +1
We present a neural network for the solution of the inverse swarm problem of deriving cross sections from swarm transport data. To account for the uncertainty inherent to this some…