Andrew James conducted PhD research from 2015-2019 investigating crack initiation in carburised 316H stainless steel subjected to cyclic loading. He used 2D X-ray diffraction on small-scale tensile samples to analyze phase-specific and hkl-specific strain evolution in the oxide. He also measured bulk hkl information to inform mechanistic models of crack initiation. Through testing samples under monotonic loading and using a specialized loading rig, he was able to identify and classify small cracks. Observation of cracks post-test under SEM revealed both ductile failure in the bulk material and brittle failure in the oxide layer.