Physics Colloquium: “Unsupervised Machine Learning of Quantum Phase Transitions”
CoorsTek Center for Applied Science and Engineering 1523 Illinois St., Golden, CO, United StatesZhexuan Gong Colorado School of Mines, Physics Department Abstract: Experimental quantum simulators have become large and complex enough that discovering new physics from the huge amount of measurement data can be quite challenging, especially when little theoretical understanding of the simulated model is available. Unsupervised machine learning methods are particularly promising in overcoming this challenge. […]