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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
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…