9 citations · 17 across the 4 of their papers we have counts for
3 papers · 1 filter
An improved set of electron-THFA cross sections refined through a neural network-based analysis of swarm data
Peter W. Stokes, Sean P. Foster, Madalyn J. E. Casey +6
We review experimental and theoretical cross sections for electron transport in -tetrahydrofurfuryl alcohol (THFA) and, in doing so, propose a plausible complete set. To assess…
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…
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…