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cond-mat.dis-nn2021
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…
cond-mat.dis-nn2021★ 1 cited
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…