Publications of Angelo Ziletti

Journal Article (3)

Journal Article
Leitherer, A.; Ziletti, A.; Ghiringhelli, L. M.: Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning. Nature Communications 12 (1), 6234 (2021)
Journal Article
Sutton, C. A.; Ghiringhelli, L. M.; Yamamoto, T.; Lysogorskiy, Y.; Blumenthal, L.; Hammerschmidt, T.; Golebiowski, J. R.; Liu, X.-Y.; Ziletti, A.; Scheffler, M.: Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition. npj Computational Materials 5, 111 (2019)
Journal Article
Ziletti, A.; Kumar, D.; Scheffler, M.; Ghiringhelli, L. M.: Insightful classification of crystal structures using deep learning. Nature Communications 9, 2775 (2018)

Talk (4)

Talk
Ziletti, A.: Insightful Crystal-Structure Classification Using Deep Learning. NOMAD Summer - A hands-on course on tools for novel-materials discovery, CECAM, Lausanne, Switzerland (2018)
Talk
Ziletti, A.: Insightful Crystal-Structure Classification Using Deep Learning. 68th Annual Meeting, American Crystallographic Association, Toronto, ON, Canada (2018)
Talk
Ziletti, A.: Insightful Crystal-Structure Classification Using Deep Learning. International Workshop on Machine Learning for Materials Science 2018, Aalto Design Factory, Aalto University, Espoo, Finland (2018)
Talk
Ziletti, A.: Automatic Classification of Pristine and Defective Crystal Structures from Noisy Data Using Deep Learning. BiGmax Workshop 2018 on Big-Data-Driven Materials Science, Kloster Irsee, Irsee, Germany (2018)
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