machine learning

Machine learning phases of matter

Using machine learning techniques to detect phase transitions autonomously from readily accessible data.

JA in collaboration with Frank Schäfer, Niels Lörch, Flemming Holtorf, Christoph Bruder, Alan Edelman, Martin Žonda, and Axel Lode

Machine learning phases of matter

Machine learning molecular collisions

Modelling changes in energy and state population distributions of molecular systems undergoing collisions using machine learning methods.

JA in collaboration with Debasish Koner, Juan Carlos San Vicente Veliz, Narendra Singh, Raymond Bemish, Silvan Käser, and Markus Meuwly

Machine learning molecular collisions