3 papers
quant-ph2026
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.str-el2026
Pseudospin Formulation of Quench Dynamics in the Semiclassical Holstein Model
Lingyu Yang, Ho Jang, Sankha Subhra Bakshi +2
We present a pseudospin formulation for the post-quench dynamics of charge-density-wave (CDW) order in the half-filled spinless Holstein model on a square lattice, assuming spatial…
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…