Publications of Angelo Ziletti

All genres

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, Takenori Yamamoto, Yury Lysogorskiy, Lars Blumenthal, Thomas Hammerschmidt, Jacek R. Golebiowski, Xiangyue Liu, Angelo Ziletti and Matthias Scheffler: Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition.

2018

Journal Article

Ziletti, Angelo, Devinder Kumar, Matthias Scheffler and Luca M. Ghiringhelli: Insightful classification of crystal structures using deep learning.

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).