Tom McAuliffeTraining a ground-up MLP in native Julia (yes, on MNIST).In this article we’ll build a simple multilayer perceptron (MLP) and implement backpropagation in native Julia.11 min read·Feb 27, 2021----
Tom McAuliffeQuantitative microstructural characterisation with AstroEBSDIn this article we’ll run through the capabilities of AstroEBSD 2.0 for analysing simultaneously collected EBSD and EDS datasets.13 min read·Oct 8, 2020----
Tom McAuliffeML & microscopy: reinventing the wheel?In this piece I discuss applying machine learning to a pretty niche field: electron backscatter diffraction. Is it just hype?8 min read·Aug 28, 2020----