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.Feb 27, 2021Feb 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.Oct 8, 2020Oct 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?Aug 28, 2020Aug 28, 2020
