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ORCIDJerry Zhijian Yang
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Journal Articles
- 2024
[j15]Jihong Wang, Yana Di, Jerry Zhijian Yang, Jiwei Zhang:
A stable and high-order numerical scheme with discrete DtN-type artificial boundary conditions for a 2D peridynamic diffusion model. Comput. Math. Appl. 158: 1-12 (2024)- [j14]Yuling Jiao, Di Li, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan
:
A Gaussian mixture distribution-based adaptive sampling method for physics-informed neural networks. Eng. Appl. Artif. Intell. 135: 108770 (2024) - [j13]Changshi Li, Yuling Jiao, Jerry Zhijian Yang:
An error analysis for deep binary classification with sigmoid loss. Inf. Sci. 681: 121166 (2024) - [j12]Chenguang Duan, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang:
Current density impedance imaging with PINNs. J. Comput. Appl. Math. 452: 116120 (2024) - [j11]Junjun Huang, Xiliang Lu, Jerry Zhijian Yang:
Sparse Membership Affinity Lasso for Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 32(3): 1553-1563 (2024) - 2023
- [j10]Qiong-Ao Huang, Wei Jiang, Jerry Zhijian Yang, Gengen Zhang:
Linear multi-step methods and their numerical stability for solving gradient flow equations. Adv. Comput. Math. 49(3): 39 (2023) - [j9]Qiong-Ao Huang, Wei Jiang, Jerry Zhijian Yang, Cheng Yuan:
A Structure-Preserving, Upwind-SAV Scheme for the Degenerate Cahn-Hilliard Equation with Applications to Simulating Surface Diffusion. J. Sci. Comput. 97(3) (2023) - [j8]Yin Dai, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang:
Global Optimization via Schrödinger-Föllmer Diffusion. SIAM J. Control. Optim. 61(5): 2953-2980 (2023) - [j7]Yuling Jiao, Yanming Lai, Xiliang Lu, Fengru Wang, Jerry Zhijian Yang, Yuanyuan Yang:
Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality in Approximation on Hölder Class. SIAM J. Math. Anal. 55(4): 3635-3649 (2023) - 2021
- [j6]Tao Luo, Yang Xiang, Jerry Zhijian Yang:
Finite Temperature Cauchy-Born Rule and Stability of Crystalline Solids with Point Defects. Multiscale Model. Simul. 19(4): 1710-1735 (2021) - 2019
- [j5]Qiong-Ao Huang, Wei Jiang, Jerry Zhijian Yang:
An unconditionally energy stable scheme for simulating wrinkling phenomena of elastic thin films on a compliant substrate. J. Comput. Phys. 388: 123-143 (2019) - 2015
- [j4]Zhifeng Weng, Jerry Zhijian Yang, Xiliang Lu:
Two-level quadratic equal-order stabilized method for the Stokes eigenvalue problem. Int. J. Comput. Math. 92(2): 337-348 (2015) - [j3]Kewei Liang, Xiliang Lu, Jerry Zhijian Yang:
Finite element approximation to the extremal eigenvalue problem for inhomogenous materials. Numerische Mathematik 130(4): 741-762 (2015) - 2010
- [j2]Xiantao Li, Jerry Zhijian Yang, Weinan E:
A multiscale coupling method for the modeling of dynamics of solids with application to brittle cracks. J. Comput. Phys. 229(10): 3970-3987 (2010) - 2009
- [j1]Pingbing Ming, Jerry Zhijian Yang:
Analysis of a One-Dimensional Nonlocal Quasi-Continuum Method. Multiscale Model. Simul. 7(4): 1838-1875 (2009)
Conference and Workshop Papers
- 2024
- [c3]Changshi Li, Jerry Zhijian Yang:
Selecting Effective Triplet Contrastive Loss for Domain Alignment. ICIC (3) 2024: 36-47 - 2023
- [c2]Chenguang Duan, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang:
Fast Excess Risk Rates via Offset Rademacher Complexity. ICML 2023: 8697-8716 - 2021
- [c1]Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Jerry Zhijian Yang:
Deep Generative Learning via Euler Particle Transport. MSML 2021: 336-368
Informal and Other Publications
- 2024
- [i18]Zhao Ding, Chenguang Duan, Yuling Jiao, Jerry Zhijian Yang:
Semi-Supervised Deep Sobolev Regression: Estimation, Variable Selection and Beyond. CoRR abs/2401.04535 (2024) - [i17]Jinyuan Chang, Zhao Ding, Yuling Jiao, Ruoxuan Li, Jerry Zhijian Yang:
Deep Conditional Generative Learning: Model and Error Analysis. CoRR abs/2402.01460 (2024) - [i16]Yuling Jiao, Yuhui Liu, Jerry Zhijian Yang, Cheng Yuan:
A Stabilized Physics Informed Neural Networks Method for Wave Equations. CoRR abs/2403.19090 (2024) - [i15]Zhao Ding, Chenguang Duan, Yuling Jiao, Ruoxuan Li, Jerry Zhijian Yang, Pingwen Zhang:
Characteristic Learning for Provable One Step Generation. CoRR abs/2405.05512 (2024) - [i14]Rui Sheng, Peiying Wu, Jerry Zhijian Yang, Cheng Yuan:
Solving the inverse source problem of the fractional Poisson equation by MC-fPINNs. CoRR abs/2407.03801 (2024) - [i13]Yuling Jiao, Ruoxuan Li, Peiying Wu, Jerry Zhijian Yang, Pingwen Zhang:
DRM Revisited: A Complete Error Analysis. CoRR abs/2407.09032 (2024) - [i12]Chenguang Duan, Yuling Jiao, Huazhen Lin, Wensen Ma, Jerry Zhijian Yang:
Unsupervised Transfer Learning via Adversarial Contrastive Training. CoRR abs/2408.08533 (2024) - 2023
- [i11]Yuling Jiao, Di Li, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan:
GAS: A Gaussian Mixture Distribution-Based Adaptive Sampling Method for PINNs. CoRR abs/2303.15849 (2023) - [i10]Chenguang Duan, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang:
Current density impedance imaging with PINNs. CoRR abs/2306.13881 (2023) - [i9]Zhan Yu, Qiuhao Chen, Yuling Jiao, Yinan Li, Xiliang Lu, Xin Wang, Jerry Zhijian Yang:
Provable Advantage of Parameterized Quantum Circuit in Function Approximation. CoRR abs/2310.07528 (2023) - 2022
- [i8]Qiong-Ao Huang, Wei Jiang, Jerry Zhijian Yang, Cheng Yuan:
Upwind-SAV approach for constructing bound-preserving and energy-stable schemes of the Cahn-Hilliard equation with degenerate mobility. CoRR abs/2210.16017 (2022) - [i7]Jihong Wang, Jerry Zhijian Yang, Jiwei Zhang:
Stability and convergence analysis of high-order numerical schemes with DtN-type absorbing boundary conditions for nonlocal wave equations. CoRR abs/2211.04307 (2022) - 2021
- [i6]Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang:
Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality on Hölder Class. CoRR abs/2103.00542 (2021) - [i5]Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang:
Convergence Rate Analysis for Deep Ritz Method. CoRR abs/2103.13330 (2021) - [i4]Yuling Jiao, Yanming Lai, Dingwei Li, Xiliang Lu, Yang Wang, Jerry Zhijian Yang:
Convergence Analysis for the PINNs. CoRR abs/2109.01780 (2021) - [i3]Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Qimeng Quan, Jerry Zhijian Yang:
Analysis of Deep Ritz Methods for Laplace Equations with Dirichlet Boundary Conditions. CoRR abs/2111.02009 (2021) - 2020
- [i2]Zhao Ding, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang:
Robust Decoding from Binary Measurements with Cardinality Constraint Least Squares. CoRR abs/2006.02890 (2020) - [i1]Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Jerry Zhijian Yang:
Generative Learning With Euler Particle Transport. CoRR abs/2012.06094 (2020)
Coauthor Index
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