Publikationen von Angelo Ziletti
Alle Typen
Zeitschriftenartikel (3)
1.
Zeitschriftenartikel
12 (1), 6234 (2021)
Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning. Nature Communications 2.
Zeitschriftenartikel
5, 111 (2019)
Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition. npj Computational Materials 3.
Zeitschriftenartikel
9, 2775 (2018)
Insightful classification of crystal structures using deep learning. Nature Communications Vortrag (4)
4.
Vortrag
Insightful Crystal-Structure Classification Using Deep Learning. NOMAD Summer - A hands-on course on tools for novel-materials discovery, CECAM, Lausanne, Switzerland (2018)
5.
Vortrag
Insightful Crystal-Structure Classification Using Deep Learning. 68th Annual Meeting, American Crystallographic Association, Toronto, ON, Canada (2018)
6.
Vortrag
Insightful Crystal-Structure Classification Using Deep Learning. International Workshop on Machine Learning for Materials Science 2018, Aalto Design Factory, Aalto University, Espoo, Finland (2018)
7.
Vortrag
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)