Physics

This study focuses on the use of dimensionality reduction techniques to assess the structural heterogeneity of glassy binary mixtures. This work is in collaboration with Daniele Coslovich and Robert L. Jack.

partycls is a Python package for the analysis of systems of interacting particles using unsupervised machine learning methods. A new major release (2.0.0) was just published.

partycls is a Python package for the analysis of systems of interacting particles using unsupervised machine learning methods. A paper on the code, written in collaboration with Daniele Coslovich, was just published in The Journal of Open Source Software.

Unsupervised learning of structure in systems of interacting particles.