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ORCIDZhongqiang Zhang
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2025
[j41]Yujian Jiao, Tingting Li, Zhongqiang Zhang
:
Jacobi spectral collocation method of space-fractional Navier-Stokes equations. Appl. Math. Comput. 488: 129111 (2025)- [j40]Ning Guan, Zhongqiang Zhang, Xinghui Zhong:
Numerical Solutions of Stochastic PDEs Driven by Ornstein-Uhlenbeck Noise. J. Sci. Comput. 102(3): 56 (2025) - [j39]Taorui Wang, Zheyuan Hu, Kenji Kawaguchi, Zhongqiang Zhang, George Em Karniadakis:
Tensor neural networks for high-dimensional Fokker-Planck equations. Neural Networks 185: 107165 (2025) - [i17]Jiamin Jian, Qingshuo Song, Xiaojie Wang, Zhongqiang Zhang, Yuying Zhao:
On modified Euler methods for McKean-Vlasov stochastic differential equations with super-linear coefficients. CoRR abs/2502.05057 (2025) - 2024
- [j38]Qiao Zhuang, Alfa R. H. Heryudono, Fanhai Zeng, Zhongqiang Zhang:
Collocation methods for integral fractional Laplacian and fractional PDEs based on radial basis functions. Appl. Math. Comput. 469: 128548 (2024) - [j37]Ge Liu, Zhongqiang Zhang, Xiangzhong Fang:
Task-Adaptive Multi-Source Representations for Few-Shot Image Recognition. Inf. 15(6): 293 (2024) - [j36]Zhongqiang Zhang, Dahua Gao, Danhua Liu, Guangming Shi:
Spectral-Spatial Domain Attention Network for Hyperspectral Image Few-Shot Classification. Remote. Sens. 16(3): 592 (2024) - [j35]Chen Ji, Zhongqiang Zhang, Guanggui Cheng, Minxiu Kong, Ruifeng Li:
A Convex Optimization Method to Time-Optimal Trajectory Planning With Jerk Constraint for Industrial Robotic Manipulators. IEEE Trans Autom. Sci. Eng. 21(4): 7629-7646 (2024) - [c7]Fuhan Cai, Duo Liu, Zhongqiang Zhang, Ge Liu, Xiaozhe Yang, Xiangzhong Fang:
NER-guided Comprehensive Hierarchy-aware Prompt Tuning for Hierarchical Text Classification. LREC/COLING 2024: 12117-12126 - [c6]Fuhan Cai, Zhongqiang Zhang, Duo Liu, Xiangzhong Fang:
COPHTC: Contrastive Learning with Prompt Tuning for Hierarchical Text Classification. ICASSP 2024: 5400-5404 - [c5]Duo Liu, Linglan Zhao, Zhongqiang Zhang, Fuhan Cai, Xiangzhong Fang:
Distillation Excluding Positives for Few-Shot Class-Incremental Learning. ICME 2024: 1-6 - [c4]Zhongqiang Zhang, Fuhan Cai, Duo Liu, Ge Liu, Xiangzhong Fang:
Mix background and foreground separately: Transformer-based Augmentation Strategies for Domain Generalization. ICME 2024: 1-6 - [i16]Siavash Jafarzadeh, Stewart Silling, Ning Liu, Zhongqiang Zhang, Yue Yu:
Peridynamic Neural Operators: A Data-Driven Nonlocal Constitutive Model for Complex Material Responses. CoRR abs/2401.06070 (2024) - [i15]Zheyuan Hu, Zhongqiang Zhang, George Em Karniadakis, Kenji Kawaguchi:
Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck Equations. CoRR abs/2402.07465 (2024) - [i14]Qiao Zhuang, Chris Ziyi Yao, Zhongqiang Zhang, George Em Karniadakis:
Two-scale Neural Networks for Partial Differential Equations with Small Parameters. CoRR abs/2402.17232 (2024) - [i13]Taorui Wang, Zheyuan Hu, Kenji Kawaguchi, Zhongqiang Zhang, George Em Karniadakis:
Tensor neural networks for high-dimensional Fokker-Planck equations. CoRR abs/2404.05615 (2024) - [i12]Benjamin Shih, Ahmad Peyvan, Zhongqiang Zhang, George Em Karniadakis:
Transformers as Neural Operators for Solutions of Differential Equations with Finite Regularity. CoRR abs/2405.19166 (2024) - [i11]Zhaopeng Hao, Siyuan Shi, Zhongqiang Zhang, Rui Du:
A simple and fast finite difference method for the integral fractional Laplacian of variable order. CoRR abs/2406.10524 (2024) - [i10]Zheyuan Hu, Zhongqiang Zhang, George Em Karniadakis, Kenji Kawaguchi:
Score-fPINN: Fractional Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck-Levy Equations. CoRR abs/2406.11676 (2024) - [i9]Zheyuan Hu, Kenji Kawaguchi, Zhongqiang Zhang, George Em Karniadakis:
Tackling the Curse of Dimensionality in Fractional and Tempered Fractional PDEs with Physics-Informed Neural Networks. CoRR abs/2406.11708 (2024) - [i8]Yuying Zhao, Xiaojie Wang, Zhongqiang Zhang:
On one-step numerical schemes of weak convergence for SDEs with super-linear coefficients. CoRR abs/2406.14065 (2024) - [i7]Zhaopeng Hao, Zhiqiang Cai, Zhongqiang Zhang:
Fractional-order dependent Radial basis functions meshless methods for the integral fractional Laplacian. CoRR abs/2411.10675 (2024) - 2023
- [j34]Zhongqiang Zhang, Ge Liu, Fuhan Cai, Duo Liu, Xiangzhong Fang:
Boosting domain generalization by domain-aware knowledge distillation. Knowl. Based Syst. 280: 111021 (2023) - [c3]Ge Liu, Zhongqiang Zhang, Fuhan Cai, Duo Liu, Xiangzhong Fang:
Learning and Adapting Diverse Representations for Cross-domain Few-shot Learning. ICDM (Workshops) 2023: 294-303 - [c2]Zhongqiang Zhang, Ge Liu, Fuhan Cai, Duo Liu, Xiangzhong Fang:
Efficient Attention for Domain Generalization. ICONIP (9) 2023: 245-257 - 2022
- [j33]Wanrong Cao, Zhaopeng Hao, Zhongqiang Zhang:
Optimal Strong Convergence of Finite Element Methods for One-Dimensional Stochastic Elliptic Equations with Fractional Noise. J. Sci. Comput. 91(1): 1 (2022) - [j32]Beichuan Deng, Yeonjong Shin, Lu Lu, Zhongqiang Zhang, George Em Karniadakis:
Approximation rates of DeepONets for learning operators arising from advection-diffusion equations. Neural Networks 153: 411-426 (2022) - [j31]Zhongqiang Zhang, Danhua Liu, Dahua Gao, Guangming Shi:
S³Net: Spectral-Spatial-Semantic Network for Hyperspectral Image Classification With the Multiway Attention Mechanism. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [i6]Caiyu Jiao, Changpin Li, Hexiang Wang, Zhongqiang Zhang:
A Modified Walk-on-sphere Method for High Dimensional Fractional Poisson Equation. CoRR abs/2208.06639 (2022) - 2021
- [j30]Guangming Shi, Zhongqiang Zhang, Dahua Gao, Jie Lin, Xuemei Xie, Danhua Liu:
Knowledge-guided semantic computing network. Neurocomputing 426: 70-84 (2021) - [j29]Fangyuan Wang, Zhongqiang Zhang, Zhaojie Zhou:
A spectral Galerkin approximation of optimal control problem governed by fractional advection-diffusion-reaction equations. J. Comput. Appl. Math. 386: 113233 (2021) - [j28]Zhaopeng Hao, Zhongqiang Zhang, Rui Du:
Fractional centered difference scheme for high-dimensional integral fractional Laplacian. J. Comput. Phys. 424: 109851 (2021) - [j27]Zhaopeng Hao, Zhongqiang Zhang:
Numerical Approximation of Optimal Convergence for Fractional Elliptic Equations with Additive Fractional Gaussian Noise. SIAM/ASA J. Uncertain. Quantification 9(3): 1013-1033 (2021) - [j26]Zhongqiang Zhang:
A Supply Chain Information Pushing Method for Logistics Park Based on Internet of Things Technology. Mob. Inf. Syst. 2021: 5544607:1-5544607:11 (2021) - [j25]Zhaopeng Hao, Huiyuan Li, Zhimin Zhang, Zhongqiang Zhang:
Sharp error estimates of a spectral Galerkin method for a diffusion-reaction equation with integral fractional Laplacian on a disk. Math. Comput. 90(331): 2107-2135 (2021) - [j24]Lu Lu, Pengzhan Jin, Guofei Pang, Zhongqiang Zhang, George Em Karniadakis:
Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators. Nat. Mach. Intell. 3(3): 218-229 (2021) - [j23]Liqiang Guo, Ke Li, Guanggui Cheng, Zhongqiang Zhang, Chu Xu, Jianning Ding:
Design and Experiments of Pneumatic Soft Actuators. Robotica 39(10): 1806-1815 (2021) - [i5]Beichuan Deng, Yeonjong Shin, Lu Lu, Zhongqiang Zhang, George Em Karniadakis:
Convergence rate of DeepONets for learning operators arising from advection-diffusion equations. CoRR abs/2102.10621 (2021) - 2020
- [j22]Zhaopeng Hao, Guang Lin, Zhongqiang Zhang:
Error estimates of a spectral Petrov-Galerkin method for two-sided fractional reaction-diffusion equations. Appl. Math. Comput. 374: 125045 (2020) - [j21]Xiangcheng Zheng, Zhongqiang Zhang, Hong Wang:
Analysis of a nonlinear variable-order fractional stochastic differential equation. Appl. Math. Lett. 107: 106461 (2020) - [j20]Feng Jiang, Zhenyuan Zhang, Xiaodong Wang, Guanggui Cheng, Zhongqiang Zhang, Jianning Ding:
Pneumatically Actuated Self-Healing Bionic Crawling Soft Robot. J. Intell. Robotic Syst. 100(2): 445-454 (2020) - [j19]Zhaopeng Hao, Zhongqiang Zhang:
Optimal Regularity and Error Estimates of a Spectral Galerkin Method for Fractional Advection-Diffusion-Reaction Equations. SIAM J. Numer. Anal. 58(1): 211-233 (2020) - [i4]Ehsan Kharazmi, Zhongqiang Zhang, George Em Karniadakis:
hp-VPINNs: Variational Physics-Informed Neural Networks With Domain Decomposition. CoRR abs/2003.05385 (2020) - [i3]Yeonjong Shin, Zhongqiang Zhang, George Em Karniadakis:
Error estimates of residual minimization using neural networks for linear PDEs. CoRR abs/2010.08019 (2020)
2010 – 2019
- 2019
- [j18]Zhongqiang Zhang:
Error Estimates of Spectral Galerkin Methods for a Linear Fractional Reaction-Diffusion Equation. J. Sci. Comput. 78(2): 1087-1110 (2019) - [j17]Zhongqiang Zhang, Dahua Gao, Xuemei Xie, Guangming Shi:
Dual-Channel Reconstruction Network for Image Compressive Sensing. Sensors 19(11): 2549 (2019) - [i2]Ehsan Kharazmi, Zhongqiang Zhang, George Em Karniadakis:
Variational Physics-Informed Neural Networks For Solving Partial Differential Equations. CoRR abs/1912.00873 (2019) - 2018
- [p1]Hong Yan, Zhongqiang Zhang, Jian Zou:
Dynamic Space-Time Model for Syndromic Surveillance with Particle Filters and Dirichlet Process. Handbook of Dynamic Data Driven Applications Systems 2018: 139-152 - [i1]Guangming Shi, Zhongqiang Zhang, Dahua Gao, Xuemei Xie, Yihao Feng, Xinrui Ma, Danhua Liu:
Knowledge-guided Semantic Computing Network. CoRR abs/1810.00139 (2018) - 2017
- [c1]Hong Yan, Zhongqiang Zhang, Jian Zou:
An online spatio-temporal model for inference and predictions of taxi demand. IEEE BigData 2017: 3550-3557 - 2016
- [j16]Fanhai Zeng, Zhongqiang Zhang, George E. Karniadakis:
Fast difference schemes for solving high-dimensional time-fractional subdiffusion equations. J. Comput. Phys. 307: 15-33 (2016) - [j15]Zhongqiang Zhang, Boris Rozovskii, George E. Karniadakis:
Strong and weak convergence order of finite element methods for stochastic PDEs with spatial white noise. Numerische Mathematik 134(1): 61-89 (2016) - [j14]Wanrong Cao, Fanhai Zeng, Zhongqiang Zhang, George E. Karniadakis:
Implicit-Explicit Difference Schemes for Nonlinear Fractional Differential Equations with Nonsmooth Solutions. SIAM J. Sci. Comput. 38(5) (2016) - 2015
- [j13]Zhongqiang Zhang, Michael V. Tretyakov, Boris Rozovskii, George E. Karniadakis:
Wiener Chaos Versus Stochastic Collocation Methods for Linear Advection-Diffusion-Reaction Equations with Multiplicative White Noise. SIAM J. Numer. Anal. 53(1): 153-183 (2015) - [j12]Zhongqiang Zhang, Fanhai Zeng, George E. Karniadakis:
Optimal Error Estimates of Spectral Petrov-Galerkin and Collocation Methods for Initial Value Problems of Fractional Differential Equations. SIAM J. Numer. Anal. 53(4): 2074-2096 (2015) - [j11]Wanrong Cao, Zhongqiang Zhang, George E. Karniadakis:
Numerical Methods for Stochastic Delay Differential Equations Via the Wong-Zakai Approximation. SIAM J. Sci. Comput. 37(1) (2015) - [j10]Wanrong Cao, Zhongqiang Zhang, George E. Karniadakis:
Time-Splitting Schemes for Fractional Differential Equations I: Smooth Solutions. SIAM J. Sci. Comput. 37(4) (2015) - [j9]Fanhai Zeng, Zhongqiang Zhang, George E. Karniadakis:
A Generalized Spectral Collocation Method with Tunable Accuracy for Variable-Order Fractional Differential Equations. SIAM J. Sci. Comput. 37(6) (2015) - 2014
- [j8]Zhongqiang Zhang, Michael V. Tretyakov, Boris Rozovskii, George E. Karniadakis:
A Recursive Sparse Grid Collocation Method for Differential Equations with White Noise. SIAM J. Sci. Comput. 36(4) (2014) - [j7]Mohsen Zayernouri, Wanrong Cao, Zhongqiang Zhang, George E. Karniadakis:
Spectral and Discontinuous Spectral Element Methods for Fractional Delay Equations. SIAM J. Sci. Comput. 36(6) (2014) - 2013
- [j6]Wanrong Cao, Zhongqiang Zhang:
On exponential mean-square stability of two-step Maruyama methods for stochastic delay differential equations. J. Comput. Appl. Math. 245: 182-193 (2013) - [j5]Zhongqiang Zhang, Xiu Yang, Guang Lin, George E. Karniadakis:
Numerical solution of the Stratonovich- and Ito-Euler equations: Application to the stochastic piston problem. J. Comput. Phys. 236: 15-27 (2013) - [j4]Michael V. Tretyakov, Zhongqiang Zhang:
A Fundamental Mean-Square Convergence Theorem for SDEs with Locally Lipschitz Coefficients and Its Applications. SIAM J. Numer. Anal. 51(6): 3135-3162 (2013) - 2012
- [j3]Zhongqiang Zhang, Minseok Choi, George E. Karniadakis:
Error Estimates for the ANOVA Method with Polynomial Chaos Interpolation: Tensor Product Functions. SIAM J. Sci. Comput. 34(2) (2012) - [j2]Zhongqiang Zhang, Boris Rozovskii, Michael V. Tretyakov, George E. Karniadakis:
A Multistage Wiener Chaos Expansion Method for Stochastic Advection-Diffusion-Reaction Equations. SIAM J. Sci. Comput. 34(2) (2012) - 2010
- [j1]Ting-Ting Shen, Zhongqiang Zhang, He-Ping Ma:
Optimal Error Estimates of the Legendre Tau Method for Second-Order Differential Equations. J. Sci. Comput. 42(2): 198-215 (2010)
Coauthor Index
aka: George E. Karniadakis
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