papers
Publications (2)
cond-mat.str-el2021
Machine-Learned Phase Diagrams of Generalized Kitaev Honeycomb Magnets
Nihal Rao, Ke Liu, Marc Machaczek +1
We use a recently developed interpretable and unsupervised machine-learning method, the tensorial kernel support vector machine (TK-SVM), to investigate the low-temperature classic…
quant-ph2025
Neural Quantum State Study of Fracton Models
Marc Machaczek, Lode Pollet, Ke Liu
Fracton models host unconventional topological orders in three and higher dimensions and provide promising candidates for quantum memory platforms. Understanding their robustness a…