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Lei Zhang

chinese academy of sciences

16H-index
88Paper Count
948Citation Count
Published Papers 30
Publication Date
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Scale-Decomposed Physics-Informed Neural Networks for Singular Perturbation Problems
errCommunications in Computational Physics
IF3.1
err2026-04-01
err0
PREAI
errZhang, Lei; He, Guowei
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MultiLevel variational MultiScale (ML-VMS) framework for large-scale simulation
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-02-13
err0
PREAI
errLei Zhang; Jiachen Guo; Shaoqiang Tang; Thomas J.R. Hughes; Wing Kam Liu
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Meshless Computing Method for Simulating Bone Remodeling Process
errInternational Journal for Numerical Methods in Biomedical Engineering
IF2.4
err2026-01-01
err0
PREAI
errQin, Pei; Chen, Jigang; Huang, Huabin; Zhang, Lei; Liu, Cong
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Meta-path Sampling-Enhanced Course Recommendation in Heterogeneous Networks
errInformation Processing & Management
IF6.9
err2025-11-20
err0
PREAI
errLei Zhang; Mengxiang Ma; Juntao Zhang; Tao Xu; Daojun Han; Linkun Fan; Yanhua Zhao
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Assessing the dynamics of supply risks in the global polysilicon trade network: A multidimensional analysis from 2000 to 2022
errStructural Change and Economic Dynamics
IF5.5
err2025-07-07
err0
PREAI
errChao Wang; Lei Zhang; Xiaoqian Hu; Qiuyun Zhao
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Mutual-information-based dimensional learning: Objective algorithms for identification of relevant dimensionless quantities
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-05-01
err0
PREAI
errZhang, Lei; He, Guowei
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errSave
Evaluations of large language models in computational fluid dynamics: Leveraging, learning and creating knowledge
errTHEORETICAL AND APPLIED MECHANICS LETTERS
IF3.3
err2025-05-01
err0
errOAAI
errWang, Long; Zhang, Lei; He, Guowei
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Complex-valued physics-informed machine learning for efficient solving of quintic nonlinear Schrödinger equations
errPHYSICAL REVIEW RESEARCH
IF4.2
err2025-02-13
err0
errOAAI
errZhang, Lei; Du, Mengge; Bai, Xiaodong; Chen, Yuntian; Zhang, Dongxiao
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Two-dimensional hyperchaotic effect coupled mapping lattice and its application in dynamic S-box generation
errNONLINEAR DYNAMICS
IF6
err2024-07-02
err6
PREAI
errMa, Yingjie; Tian, Yan; Zhang, Lei; Zuo, Peiliang
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Detecting biomarkers by dynamic nuclear polarization enhanced magnetic resonance
errNATIONAL SCIENCE REVIEW
IF17.1
err2024-06-29
err5
errOAAI
errChen, Shizhen; Zhang, Lei; Li, Sha; Yuan, Yaping; Jiang, Bin; Jiang, Zhongxing; Zhang, Xu; Zhou, Xin; Liu, Maili
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Multiscale-based multiaxial fatigue model of short fiber reinforced polymer composites under high-cycle proportional loading
errCOMPOSITES PART B-ENGINEERING
IF14.2
err2024-04-01
err3
PREAI
errZhang, Lei; Xu, Weiyun; Qiu, Rongying; Xu, Dekui; Zhang, Hanyu; Zhu, Ping
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Clustering dimensionless learning for multiple-physical-regime systems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-02-01
err3
PREAI
errZhang, Lei; Xu, Zhaoyue; Wang, Shizhao; He, Guowei
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Comparison of lateral resistance between I-shaped and X-shaped sleepers using finite element and discrete element coupling method
errCOMPUTERS AND GEOTECHNICS
IF6.2
err2024-01-01
err6
PREAI
errChen, Cheng; Tang, Zi-an; Zhang, Lei; Rui, Rui
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Multi-Scale-Matching neural networks for thin plate bending problem
errTHEORETICAL AND APPLIED MECHANICS LETTERS
IF3.3
err2024-01-01
err3
errOAAI
errZhang, Lei; He, Guowei
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Isogeometric Convolution Hierarchical Deep-learning Neural Network: Isogeometric analysis with versatile adaptivity
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-12-01
err4
errOAAI
errZhang, Lei; Park, Chanwook; Lu, Ye; Li, Hengyang; Mojumder, Satyajit; Saha, Sourav; Guo, Jiachen; Li, Yangfan; Abbott, Trevor; Wagner, Gregory J.; Tang, Shaoqiang; Liu, Wing Kam
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Convolution Hierarchical Deep-learning Neural Networks (C-HiDeNN): finite elements, isogeometric analysis, tensor decomposition, and beyond
errCOMPUTATIONAL MECHANICS
IF3.8
err2023-05-16
err19
PREAI
errLu, Ye; Li, Hengyang; Zhang, Lei; Park, Chanwook; Mojumder, Satyajit; Knapik, Stefan; Sang, Zhongsheng; Tang, Shaoqiang; Apley, Daniel W.; Wagner, Gregory J.; Liu, Wing Kam
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HiDeNN-TD: Reduced-order hierarchical deep learning neural networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-02-01
err24
errOAAI
errZhang, Lei; Lu, Ye; Tang, Shaoqiang; Liu, Wing Kam
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errSave
A comparative study of cluster-based methods at finite strain
errACTA MECHANICA SINICA
IF4.6
err2022-01-28
err6
PREAI
errYang, Yang; Zhang, Lei; Tang, Shaoqiang
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An innovative computational framework for the analysis of complex mechanical behaviors of short fiber reinforced polymer composites
errCOMPOSITE STRUCTURES
IF7.1
err2021-12-01
err31
PREAI
errLi, Zeyang; Liu, Zhao; Lei, Zhang; Zhu, Ping
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Displacement reconstruction and strain refinement of clustering-based homogenization
errTHEORETICAL AND APPLIED MECHANICS LETTERS
IF3.3
err2021-11-01
err10
errOAAI
errZhang, Lei; Tang, Shaoqiang
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Research Directions

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Co-authors
Cooperation Journals
T
Thomas J.R. Hughes
H-index: 149 · Papers: 788
W
Wing Kam Liu
H-index: 98 · Papers: 523
张东晓 cover
张东晓 (Dongxiao Zhang)
H-index: 66 · Papers: 582
Z
Zhilin Yang
H-index: 64 · Papers: 229
B
Baoyi Wang
H-index: 61 · Papers: 892
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