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Aiqing Zhu
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2020 – today
- 2024
- [j10]Aiqing Zhu, Qianxiao Li:
DynGMA: A robust approach for learning stochastic differential equations from data. J. Comput. Phys. 513: 113200 (2024) - [j9]Sidi Wu, Aiqing Zhu, Yifa Tang, Benzhuo Lu:
Solving parametric elliptic interface problems via interfaced operator network. J. Comput. Phys. 514: 113217 (2024) - [j8]Aiqing Zhu, Tom Bertalan, Beibei Zhu, Yifa Tang, Ioannis G. Kevrekidis:
Implementation and (Inverse Modified) Error Analysis for Implicitly Templated ODE-Nets. SIAM J. Appl. Dyn. Syst. 23(4): 2643-2669 (2024) - [j7]Aiqing Zhu, Sidi Wu, Yifa Tang:
Error Analysis Based on Inverse Modified Differential Equations for Discovery of Dynamics Using Linear Multistep Methods and Deep Learning. SIAM J. Numer. Anal. 62(5): 2087-2120 (2024) - [j6]Jiawei Zhang, Aiqing Zhu, Feng Ji, Chang Lin, Yifa Tang:
Effective numerical simulations of synchronous generator system. Simul. 100(6): 595-611 (2024) - [j5]Junbin Yuan, Aiqing Zhu, Qingzhen Xu, Kanoksak Wattanachote, Yongyi Gong:
CTIF-Net: A CNN-Transformer Iterative Fusion Network for Salient Object Detection. IEEE Trans. Circuits Syst. Video Technol. 34(5): 3795-3805 (2024) - [c4]Xiaomei Kuang, Aiqing Zhu, Junbin Yuan, Qingzhen Xu:
CIA-Net: Cross-Modal Interaction and Depth Quality-Aware Network for RGB-D Salient Object Detection. ICANN (2) 2024: 79-92 - [c3]Yiqi Wang, Aiqing Zhu, Junbin Yuan, Qingzhen Xu:
Adaptive Threshold-Driven Semi-Supervised Facial Expression Recognition. PRICAI (3) 2024: 309-320 - [i14]Aiqing Zhu, Qianxiao Li:
DynGMA: a robust approach for learning stochastic differential equations from data. CoRR abs/2402.14475 (2024) - 2023
- [i13]Aiqing Zhu, Tom Bertalan, Beibei Zhu, Yifa Tang, Ioannis G. Kevrekidis:
Implementation and (Inverse Modified) Error Analysis for implicitly-templated ODE-nets. CoRR abs/2303.17824 (2023) - [i12]Jiawei Zhang, Aiqing Zhu, Feng Ji, Chang Lin, Yifa Tang:
Effective Numerical Simulations of Synchronous Generator System. CoRR abs/2304.10882 (2023) - [i11]Sidi Wu, Aiqing Zhu, Yifa Tang, Benzhuo Lu:
Solving parametric elliptic interface problems via interfaced operator network. CoRR abs/2308.14537 (2023) - 2022
- [j4]Aiqing Zhu, Beibei Zhu, Jiawei Zhang, Yifa Tang, Jian Liu:
VPNets: Volume-preserving neural networks for learning source-free dynamics. J. Comput. Appl. Math. 416: 114523 (2022) - [j3]Aiqing Zhu, Pengzhan Jin, Yifa Tang:
Approximation capabilities of measure-preserving neural networks. Neural Networks 147: 72-80 (2022) - [c2]Aiqing Zhu, Pengzhan Jin, Beibei Zhu, Yifa Tang:
On Numerical Integration in Neural Ordinary Differential Equations. ICML 2022: 27527-27547 - [i10]Sidi Wu, Aiqing Zhu, Benzhuo Lu:
On convergence of neural network methods for solving elliptic interface problems. CoRR abs/2203.03407 (2022) - [i9]Aiqing Zhu, Beibei Zhu, Jiawei Zhang, Yifa Tang, Jian Liu:
VPNets: Volume-preserving neural networks for learning source-free dynamics. CoRR abs/2204.13843 (2022) - [i8]Beibei Zhu, Lun Ji, Aiqing Zhu, Yifa Tang:
Poisson Integrators based on splitting method for Poisson systems. CoRR abs/2205.05281 (2022) - [i7]Aiqing Zhu, Pengzhan Jin, Beibei Zhu, Yifa Tang:
On Numerical Integration in Neural Ordinary Differential Equations. CoRR abs/2206.07335 (2022) - [i6]Beibei Zhu, Lun Ji, Aiqing Zhu, Yifa Tang:
Explicit K-symplectic methods for nonseparable non-canonical Hamiltonian systems. CoRR abs/2208.03875 (2022) - [i5]Aiqing Zhu, Sidi Wu, Yifa Tang:
Error analysis based on inverse modified differential equations for discovery of dynamics using linear multistep methods and deep learning. CoRR abs/2209.12123 (2022) - 2021
- [i4]Aiqing Zhu, Pengzhan Jin, Yifa Tang:
Approximation capabilities of measure-preserving neural networks. CoRR abs/2106.10911 (2021) - 2020
- [j2]Pengzhan Jin, Zhen Zhang, Aiqing Zhu, Yifa Tang, George Em Karniadakis:
SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems. Neural Networks 132: 166-179 (2020) - [j1]Pengzhan Jin, Yifa Tang, Aiqing Zhu:
Unit Triangular Factorization of the Matrix Symplectic Group. SIAM J. Matrix Anal. Appl. 41(4): 1630-1650 (2020) - [i3]Pengzhan Jin, Aiqing Zhu, George Em Karniadakis, Yifa Tang:
Symplectic networks: Intrinsic structure-preserving networks for identifying Hamiltonian systems. CoRR abs/2001.03750 (2020) - [i2]Aiqing Zhu, Pengzhan Jin, Yifa Tang:
Deep Hamiltonian networks based on symplectic integrators. CoRR abs/2004.13830 (2020) - [i1]Aiqing Zhu, Pengzhan Jin, Yifa Tang:
Inverse modified differential equations for discovery of dynamics. CoRR abs/2009.01058 (2020)
2000 – 2009
- 2007
- [c1]Ken Chen, Guangxue Yue, Fei Yu, Yue Shen, Aiqing Zhu:
Research on Speech Emotion Recognition System in E-Learning. International Conference on Computational Science (3) 2007: 555-558
Coauthor Index
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