1 citations · 1 across the 2 of their papers we have counts for
2 papers
nlin.CD2025★ 1 cited
A Deep Learning Framework for Identifying Weakly Chaotic, Strongly Chaotic, Resonant and Non-resonant Orbits in the Generalized Kicked Rotator
Jian Zu, Zhiguo Xu, Jingyue Hao
Identifying the types of orbits is an important topic in the study of chaotic dynamical systems. Beyond the well-known distinctly chaotic and regular motions, we focus on dynamics…
cs.LG2025
PVD-ONet: A Multi-scale Neural Operator Method for Singularly Perturbed Boundary Layer Problems
Tiantian Sun, Jian Zu
Physics-informed neural networks and physics-informed DeepONet excel at solving partial differential equations but often struggle with singularly perturbed problems. To address thi…