10 citations · 15 across the 11 of their papers we have counts for
Showing 2025Show all
3 papers · 1 filter
cs.LG2025★ 4 cited
Parallel BiLSTM-Transformer networks for forecasting chaotic dynamics
Junwen Ma, Mingyu Ge, Yisen Wang +2
The nonlinear nature of chaotic systems results in extreme sensitivity to initial conditions and highly intricate dynamical behaviors, posing fundamental challenges for accurately…
cond-mat.stat-mech2025
From Near-Integrable to Far-from-Integrable: A Unified Picture of Thermalization and Heat Transport
Weicheng Fu, Zhen Wang, Yisen Wang +2
Whether and how a system approaches equilibrium is central in nonequilibrium statistical physics, crucial to understanding thermalization and transport. Bogoliubov's three-stage (i…
cond-mat.stat-mech2025
Impact of on-site potentials on -breathers in nonlinear chains
Lin Deng, Chengguan Fang, Hang Yu +5
On-site potentials are ubiquitous in physical systems and strongly influence their heat transport and energy localization. These potentials will inevitably affect the dynamical pro…