Jerry Zhijian Yang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 34

Top Topics

Mixture Distribution

Top Venues

Multiscale Model. Simul.

Publications

Changshi Li, Jerry Zhijian Yang
Selecting Effective Triplet Contrastive Loss for Domain Alignment. ICIC (3) (2024)
Yuling Jiao, Yuhui Liu, Jerry Zhijian Yang, Cheng Yuan
A Stabilized Physics Informed Neural Networks Method for Wave Equations. CoRR (2024)
Changshi Li, Yuling Jiao, Jerry Zhijian Yang
An error analysis for deep binary classification with sigmoid loss. Inf. Sci. 681 (2024)
Zhao Ding, Chenguang Duan, Yuling Jiao, Ruoxuan Li, Jerry Zhijian Yang, Pingwen Zhang
Characteristic Learning for Provable One Step Generation. CoRR (2024)
Zhao Ding, Chenguang Duan, Yuling Jiao, Jerry Zhijian Yang
Semi-Supervised Deep Sobolev Regression: Estimation, Variable Selection and Beyond. CoRR (2024)
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 (2024)
Yuling Jiao, Ruoxuan Li, Peiying Wu, Jerry Zhijian Yang, Pingwen Zhang
DRM Revisited: A Complete Error Analysis. CoRR (2024)
Chenguang Duan, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
Current density impedance imaging with PINNs. J. Comput. Appl. Math. 452 (2024)
Junjun Huang, Xiliang Lu, Jerry Zhijian Yang
Sparse Membership Affinity Lasso for Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 32 (3) (2024)
Jinyuan Chang, Zhao Ding, Yuling Jiao, Ruoxuan Li, Jerry Zhijian Yang
Deep Conditional Generative Learning: Model and Error Analysis. CoRR (2024)
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 (2024)
Rui Sheng, Peiying Wu, Jerry Zhijian Yang, Cheng Yuan
Solving the inverse source problem of the fractional Poisson equation by MC-fPINNs. CoRR (2024)
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) (2023)
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) (2023)
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)
Chenguang Duan, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan
Deep Neural Network Approximation of Composition Functions: with application to PINNs. CoRR (2023)
Chenguang Duan, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang
Fast Excess Risk Rates via Offset Rademacher Complexity. ICML (2023)
Chenguang Duan, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
Current density impedance imaging with PINNs. CoRR (2023)
Yuling Jiao, Di Li, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan
GAS: A Gaussian Mixture Distribution-Based Adaptive Sampling Method for PINNs. CoRR (2023)
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 (2023)
Yin Dai, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang
Global Optimization via Schrödinger-Föllmer Diffusion. SIAM J. Control. Optim. 61 (5) (2023)
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 (2022)
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 (2022)
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 (2021)
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) (2021)
Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Jerry Zhijian Yang
Deep Generative Learning via Euler Particle Transport. MSML (2021)
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 (2021)
Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang
Convergence Rate Analysis for Deep Ritz Method. CoRR (2021)
Yuling Jiao, Yanming Lai, Dingwei Li, Xiliang Lu, Yang Wang, Jerry Zhijian Yang
Convergence Analysis for the PINNs. CoRR (2021)
Zhao Ding, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
Robust Decoding from Binary Measurements with Cardinality Constraint Least Squares. CoRR (2020)
Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Jerry Zhijian Yang
Generative Learning With Euler Particle Transport. CoRR (2020)
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 (2019)
Kewei Liang, Xiliang Lu, Jerry Zhijian Yang
Finite element approximation to the extremal eigenvalue problem for inhomogenous materials. Numerische Mathematik 130 (4) (2015)
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) (2015)
Pingbing Ming, Jerry Zhijian Yang
Analysis of a One-Dimensional Nonlocal Quasi-Continuum Method. Multiscale Model. Simul. 7 (4) (2009)