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I am a post-doc at CEA Saclay, where I develop new machine learning / deep learning methods to analyse processes that happend at the atomic scale 🔬 in metals: phase transformations, defects formation and evolution in environment,... using novel atomic descriptors and force-fields.

I also intensively use computational methods such as molecular dynamics to study solid state physics problems at different scales, such as simulations of plasticity in metals, which is mediated by dislocation motion -actually the subject of my thesis.

Arnaud Allera's Projects

barks icon barks

A simple, minimalistic theme for Hugo.

fontpro icon fontpro

LaTeX support for Adobe's Pro opentype fonts: Minion Pro, Myriad Pro, Cronos Pro and possibly more

lammps icon lammps

Public development project of the LAMMPS MD software package

lammps-logfile icon lammps-logfile

Tool to read a logfile produced by LAMMPS into a simple python data structure with a get()-function providing the log data.

matscipy icon matscipy

Repository for generic Python materials science tools

pafi icon pafi

Free energy barrier code implemented in LAMMPS / C++

pylady icon pylady

An object-oriented Python wrapper for the Machine Learning DYnamics package

running icon running

Wrapper for running commands in isolated/temporary envs

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