Publications of Timoteo Colnaghi

Rao, Z.; Li, Y.; Zhang, H.; Colnaghi, T.; Marek, A.; Rampp, M.; Gault, B.: Direct recognition of crystal structures via three-dimensional convolutional neural networks with high accuracy and tolerance to random displacements and missing atoms. Scripta Materialia 234, 115542 (2023)

Li, Y.; Zhou, X.; Colnaghi, T.; Wei, Y.; Marek, A.; Li, H.; Bauer, S.; Rampp, M.; Stephenson, L.: Convolutional neural network-assisted recognition of nanoscale L1₂ ordered structures in face-centred cubic alloys. npj Computational Materials 7 (1), 8 (2021)

Li, Y.; Stephenson, L.; Zhou, X.; Colnaghi, T.; Marek, A.; Bauer, S.; Rampp, M.; Raabe, D.; Gault, B.: Machine-learning-assisted revealing L12 ordered structures in FCC-based alloys. BIGmax workshop 2020, online, Düsseldorf, Germany (2020)