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Convolutional neural network-assisted recognition of nanoscale L12 ordered structures in face-centred cubic alloys

Convolutional neural network-assisted recognition of nanoscale L12 ordered structures in face-centred cubic alloys

Abstract Nanoscale L1 2 -type ordered structures are widely used in face-centered cubic (FCC) alloys to exploit their hardening capacity and thereby improve mechanical properties. These fine-scale particles are typically fully coherent with matrix with the same atomic configuration disregarding chemical species, which makes them challenging to be characterized. Spatial …