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quant-ph2024
Recurrent convolutional neural networks for modeling non-adiabatic dynamics of quantum-classical systems
Alex P. Ning, Lingyu Yang, Gia-Wei Chern
Recurrent neural networks (RNNs) have recently been extensively applied to model the time-evolution in fluid dynamics, weather predictions, and even chaotic systems thanks to their…
cond-mat.dis-nn2024
Electronic glasses from a broken gauge symmetry in disorder-free systems
Lingyu Yang, Gia-Wei Chern
Glass phases can be stabilized by quenched disorders, as in most spin-glass materials, or self-generated through kinetic freezing in disorder-free systems. A canonical example of t…
cond-mat.str-el2024
Photo-induced pattern formations and melting of charge-density-wave order
Lingyu Yang, Gia-Wei Chern
We investigate the out-of-equilibrium dynamics of a photo-excited charge-density-wave (CDW) state in the square-lattice Holstein model, in a setup similar to a pump-probe experimen…