Aiqing Zhu

SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems

Pengzhan Jin, Zhen Zhang, Aiqing Zhu et al. · Neural Networks · 2020 · 157 citations · Full text

Lie Point Symmetry, Hamiltonian Theory, Hamiltonian Systems +1

CTIF-Net: A CNN-Transformer Iterative Fusion Network for Salient Object Detection

Junbin Yuan, Aiqing Zhu, Qingzhen Xu et al. · IEEE Transactions on Circuits and Systems for Video Technology · 2023 · 45 citations

Image Classification, Convolutional Neural Network, Machine Vision +13

Convergence of Physics-Informed Neural Networks Applied to Linear Second-Order Elliptic Interface Problems

Sidi Wu, Aiqing Zhu, Yifa Tang et al. · Communications in Computational Physics · 2023 · 21 citations

Numerical Analysis, Method Of Fundamental Solution, Numerical Computation +14

Deep Hamiltonian networks based on symplectic integrators

Aiqing Zhu, Pengzhan Jin, Yifa Tang · arXiv (Cornell University) · 2020 · 18 citations · Full text

Artificial Intelligence, Hamiltonian Theory, Deep Hamiltonian Networks +12

Symplectic networks: Intrinsic structure-preserving networks for identifying Hamiltonian systems.

Pengzhan Jin, Aiqing Zhu, George Em Karniadakis et al. · arXiv (Cornell University) · 2020 · 11 citations · Full text

Hamiltonian Theory, Geometric Learning, Engineering +8