Publications of Angelo Ziletti
All genres
Journal Article (3)
2021
Journal Article
Leitherer, Andreas, Angelo Ziletti and Luca M. Ghiringhelli: Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning.
2019
Journal Article
Sutton, Christopher A., Luca M. Ghiringhelli, , , , , , Xiangyue Liu, Angelo Ziletti and Matthias Scheffler: Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition.
2018
Journal Article
Ziletti, Angelo, , Matthias Scheffler and Luca M. Ghiringhelli: Insightful classification of crystal structures using deep learning.
Talk (4)
2018
Talk
Ziletti, Angelo: 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, Apr 2018).
Talk
Ziletti, Angelo: Insightful Crystal-Structure Classification Using Deep Learning.
(International Workshop on Machine Learning for Materials Science 2018, Aalto Design Factory, Aalto University, Espoo, Finland, May 2018).
Talk
Ziletti, Angelo: Insightful Crystal-Structure Classification Using Deep Learning.
(68th Annual Meeting, American Crystallographic Association, Toronto, ON, Canada, Jul 2018).
Talk
Ziletti, Angelo: Insightful Crystal-Structure Classification Using Deep Learning.
(NOMAD Summer - A hands-on course on tools for novel-materials discovery, CECAM, Lausanne, Switzerland, Sep 2018).