1 citations · 1 across the 4 of their papers we have counts for
4 papers
Crystal Nucleation in Al-Ni Alloys: an Unsupervised Chemical and Topological Learning Approach
Sébastien Becker, Emilie Devijver, Rémi Molinier +1
Crystallization represents a fundamental process engendering solidification of a material and determines its microstructure. Driven by complex phenomena at the atomic scale, its un…
Unsupervised topological learning approach of crystal nucleation in pure Tantalum
Sébastien Becker, Emilie Devijver, Rémi Molinier +1
Nucleation phenomena commonly observed in our every day life are of fundamental, technological and societal importance in many areas, but some of their most intimate mechanisms rem…
Unsupervised topological learning approach of crystal nucleation
Sébastien Becker, Emilie Devijver, Rémi Molinier +1
Nucleation phenomena commonly observed in our every day life are of fundamental, technological and societal importance in many areas, but some of their most intimate mechanisms rem…
Unsupervised topological learning for identification of atomic structures
Sébastien Becker, Emilie Devijver, Rémi Molinier +1
We propose an unsupervised learning methodology with descriptors based on Topological Data Analysis (TDA) concepts to describe the local structural properties of materials at the a…