2 papers
math.NA2023
Deep JKO: time-implicit particle methods for general nonlinear gradient flows
Wonjun Lee, Li Wang, Wuchen Li
We develop novel neural network-based implicit particle methods to compute high-dimensional Wasserstein-type gradient flows with linear and nonlinear mobility functions. The main i…
cond-mat.quant-gas2023
Measuring Non-local Brane Order with Error-corrected Parity Snapshots
Junhyeok Hur, Wonjun Lee, Kiryang Kwon +3
Exotic quantum many-body states, such as Haldane and spin liquid phases, can exhibit remarkable features like fractional excitations and non-abelian statistics and offer new unders…