Michele Ceriotti

EPFL STI IMX COSMO
MXG 337 (Bâtiment MXG)
Station 12
1015 Lausanne

Web site:  Web site:  https://cosmo.epfl.ch/

EPFL SCITAS-CD
PH A2 364 (Bâtiment PH)
Station 3
1015 Lausanne

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Administrative data

Fields of expertise

Atomistic computer simulations, statistical mechanics, machine learning, molecular dynamics, nuclear quantum effects, molecular materials, nucleation. 

Publications

Infoscience publications

Teaching & PhD

Teaching

Materials Science and Engineering

Courses

Introduction to atomic-scale modeling

(Coursebook not yet approved by the section)

Statistical mechanics

(Coursebook not yet approved by the section)

Statistical methods in atomistic computer simulations

The course gives an overview of atomistic simulation methods, combining theoretical lectures and hands-on sessions. It covers the basics (molecular dynamics and monte carlo sampling) and also more advanced topics (accelerated sampling of rare events, and non-linear dimensionality reduction)

Lecture series on scientific machine learning

(Coursebook not yet approved by the section)