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Displaying 16 speakers out of 16
AKIN-OJO, Omololu (EAIFR, Kigali, Rwanda)
Intro to Python
BEHLER, Joerg (Universitat Goettingen, Germany)
Four Generations of Neural Network Potentials
CERIOTTI, Michele (Swiss Federal Institute of Technology, Lausanne, Switzerland)
Machine Learning at the Atomic Scale: from Sructural Representation to Chemical Insight
Machine Learning at the Atomic Scale: from Structural Representations to Chemical Insight
CHENG, Bingqing (University of Cambridge, U.K.)
Predicting Material Properties with the Help of Maching Learning
CSANYI, Gabor (University of Cambridge, U.K.)
First Principles Molecular Dynamics on a Large Scale
CURTAROLO, Stefano (Duke University, Durham, U.S.A.)
Data, Disorder and Ceramics
DE GIRONCOLI, Stefano (SISSA, Trieste, Italy)
Neural Network Interatomic Potentials to Explore the Crystal Structure Landscape
GHIRINGHELLI, Luca (Fritz Haber Institut der Max Planck, Berlin, Germany)
The NOMAD Artificial Intelligence Toolkit: Turning Materials-Science Data into Knowledge and Understanding
The NOMAD Artificial Intelligence Toolkit: Turning Materials-Science Data into Knowledge and Understanding
GIAN-MARCO RIGNANESE & OMOLOLU AKIN-OJO (Universite Catholique de Louvain, Belgium / EAIFR, Kigali, Rwanda)
Hands on: Python and ML
JAIN, Anubhav (LBNL, Berkeley, U.S.A.)
Discovering and Exploring New Materials through the Materials Project
KUCUKBENLI, Ermine (Boston University, U.S.A.)
Neural Network Interatomic Potentials with Long Range Interaction
LAIO, Alessandro (SISSA, Trieste, Italy)
Recap of Unsupervised ML
Unsupervised Methods in Machine Learning
PARRINELLO, Michele (ETH Zurich, Switzerland)
Complex Chemistry
RIGNANESE, Gian-Marco (Universite Catholique de Louvain, Belgium)
Combining the Power of High-Throughput ab initio Calculations and Machine Learning towards Materials Informatics
Databases (Video)
SCHEFFLER, Matthias (Fritz Haber Institut der Max Planck Gessellschaft, Germany)
Learning Rules for Materials Properties and Functions by Artificial Intelligence, Identifying Materials Genes
SHAIDU, Yusuf (LBL, University of California, Berkeley, U.S.A.)
Project: Hands on Force Field Development with PANNA

Organizers

Omololu Akin-Ojo (ICTP-EAIFR, Univ. Rwanda), Alessandro Laio (SISSA Trieste Italy), Steve Ndengue (ICTP-EAIFR, Univ. Rwanda), Gian-Marco Rignanesse (Universite Catholique de Louvain (UCL), Belgium), Matthias Scheffler (Fritz-Haber-Institut der Max-Planck-Gesellschaft), ICTP Scientific Contact: Ali Hassanali (ICTP)

Co-sponsors