2 citations · 3 across the 2 of their papers we have counts for
2 papers
physics.plasm-ph2023★ 1 cited
Data-driven plasma modelling: Surrogate collisional radiative models of fluorocarbon plasmas from deep generative autoencoders
Gregory A. Daly, Jonathan E. Fieldsend, Geoff Hassall +1
We have developed a deep generative model that can produce accurate optical emission spectra and colour images of an ICP plasma using only the applied coil power, electrode power,…
cs.LG2022★ 2 cited
Variational Autoencoders Without the Variation
Gregory A. Daly, Jonathan E. Fieldsend, Gavin Tabor
Variational autoencdoers (VAE) are a popular approach to generative modelling. However, exploiting the capabilities of VAEs in practice can be difficult. Recent work on regularised…