18 citations · 21 across the 3 of their papers we have counts for
3 papers
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,…
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…
A comparison of interpolation techniques for non-conformal high-order discontinuous Galerkin methods
Edward Laughton, Gavin Tabor, David Moxey
The capability to incorporate moving geometric features within models for complex simulations is a common requirement in many fields. Fluid mechanics within aeronautical applicatio…