Fast Detection of Phase Transitions with Multi-Task Learning-by-Confusion

Julian Arnold, Frank Schäfer, Niels Lörch

Machine learning has been successfully used to study phase transitions. One of the most popular approaches to identifying critical points from data without prior knowledge of the u…