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D

Dunhui Xiao

tongji university

33H指数
100论文数
3.2K被引数
收录论文 38
发表时间
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Discovering low-dimensional embedding equations and reconstruction from sparse data via latent differential spectral operator通过潜在微分谱算子从稀疏数据中发现低维嵌入方程和重建
errJournal of Computational Physics
IF3.8
err2026-09-19
err0
PREAI
errQihan Feng; Rui Fu; Jiaming Guo; Dunhui Xiao
err分享
err收藏
Short-Term Wind Direction Forecasting Based on VMD-Transformer with Gated Residual Compensation基于VMD-Transformer与门控残差补偿的短期风向预测
errBioengineered
IF4.2
err2026-09-14
err0
errOAAI
errYi Lu; Zhishuo Liu; Tingyu Yan; Dunhui Xiao; Xin Jin
err分享
err收藏
Mechanism-guided prediction of energy efficiency enhancement in ion wind propulsion through ion mobility regulation通过离子迁移率调控引导离子风推进能效提升的机理预测
errInternational Journal of Heat and Mass Transfer
IF5.8
err2026-07-25
err0
PREAI
errGuangyu DONG; Jishui JIANG; Yanxiong ZHOU; Liguang LI; Zhijun WU; Dunhui XIAO
err分享
err收藏
Non-intrusive reduced order modeling of fluid flows via finite element inspired graph neural network
errJournal of Computational Physics
IF3.8
err2026-02-02
err0
PREAI
errYanling Lu; Dunhui Xiao; Rui Fu; Xuejun Xu; Shuyu Sun
err分享
err收藏
NONLINEAR MODEL REDUCTION BY PROBABILISTIC MANIFOLD DECOMPOSITIONGuo, J.; Xiao, D. 基于概率流形分解的非线性模型降维. SIAM J. Sci. Comput. 2026, 48, A209–A235. [Google Scholar] [CrossRef]
errSIAM Journal on Scientific Computing
IF2.6
err2026-01-01
err3
PREAI
errGuo, Jiaming; Xiao, Dunhui
err分享
err收藏
Data Discovery of Lower Dimensional Equations of Turbulent Flows湍流低维方程的数据发现
errINTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
IF2.9
err2025-12-15
err0
PREAI
errLin, Xinlei; Xiao, Dunhui; Luo, Min; Xu, Xuejun; Sun, Shuyu; Jiang, Lijian; Wen, Haibao
err分享
err收藏
Computational Intelligence in Stochastic Reconstruction of Porous Microstructures for Image-Based Poro/Micro-Mechanical Modeling基于图像的孔隙/微观力学建模中，用于随机重建多孔微观结构的计算智能
errArchives of Computational Methods in Engineering
IF12.1
err2025-08-26
err0
errOAAI
errJinlong Fu; Wei Tan; Dunhui Xiao; Xiaoying Zhuang
err分享
err收藏
A parametric non-linear non-intrusive reduce-order model using deep transfer learning基于深度迁移学习的参数化非线性非侵入式降阶模型
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-04-01
err0
PREAI
errFu, R.; Xiao, D.; Buchan, A. G.; Lin, X.; Feng, Y.; Dong, G.
err分享
err收藏
A reduced-order least squares-support vector regression and isogeometric collocation method to simulate Cahn-Hilliard-Navier-Stokes equation模拟cahn-hilliard-navier-stokes方程的降阶最小二乘支持向量回归和等几何配置方法
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-02-01
err0
PREAI
errAbbaszadeh, Mostafa; Khodadadian, Amirreza; Parvizi, Maryam; Dehghan, Mehdi; Xiao, Dunhui
err分享
err收藏
Domain decomposition for physics-data combined neural network based parametric reduced order modelling
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-12-01
err1
PREAI
errPan, Xinyu; Xiao, Dunhui
err分享
err收藏
An intrinsic integrity-driven rating model for a sustainable reputation system可持续声誉系统的内在完整性驱动评级模型
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-09-01
err1
errOAAI
errWen, Haibao; Sun, Shengmin; Huang, Tao; Xiao, Dunhui
err分享
err收藏
Koopman dynamic-oriented deep learning for invariant subspace identification and full-state prediction of complex systems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-09-01
err1
PREAI
errWu, Jiaxin; Luo, Min; Xiao, Dunhui; Pain, Christopher C.; Khoo, Boo Cheong
err分享
err收藏
Reactor field reconstruction from sparse and movable sensors using Voronoi tessellation-assisted convolutional neural networks使用Voronoi镶嵌辅助卷积神经网络从稀疏和可移动传感器重建反应堆场
errNUCLEAR SCIENCE AND TECHNIQUES
IF3.8
err2024-04-09
err7
errOAAI
errGong, He-Lin; Li, Han; Xiao, Dunhui; Cheng, Sibo
err分享
err收藏
Investigation of phase-field models of tumor growth based on a reduced-order meshless Galerkin method基于降阶无网格Galerkin方法的肿瘤生长相场模型研究
errENGINEERING WITH COMPUTERS
IF4.9
err2023-11-13
err0
PREAI
errAbbaszadeh, Mostafa; Dehghan, Mehdi; Xiao, Dunhui
err分享
err收藏
Deep-learning assisted reduced order model for high-dimensional flow prediction from sparse data
errPHYSICS OF FLUIDS
IF4.3
err2023-10-12
err16
PREAI
errWu, Jiaxin; Xiao, Dunhui; Luo, Min
err分享
err收藏
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review具有动态系统数据同化和不确定性量化的机器学习: 综述
errIEEE-CAA JOURNAL OF AUTOMATICA SINICA
IF19.2
err2023-06-01
err66
errOAAI
errCheng, Sibo; Quilodran-Casas, Cesar; Ouala, Said; Farchi, Alban; Liu, Che; Tandeo, Pierre; Fablet, Ronan; Lucor, Didier; Iooss, Bertrand; Brajard, Julien; Xiao, Dunhui; Janjic, Tijana; Ding, Weiping; Guo, Yike; Carrassi, Alberto; Bocquet, Marc; Arcucci, Rossella
err分享
err收藏
A data-driven framework for permeability prediction of natural porous rocks via microstructural characterization and pore-scale simulation
errENGINEERING WITH COMPUTERS
IF4.9
err2023-05-19
err10
errOAAI
errFu, Jinlong; Wang, Min; Chen, Bin; Wang, Jinsheng; Xiao, Dunhui; Luo, Min; Evans, Ben
err分享
err收藏
Hierarchical reconstruction of 3D well-connected porous media from 2D exemplars using statistics-informed neural network
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-05-01
err4
errOAAI
errFu, Jinlong; Wang, Min; Xiao, Dunhui; Zhong, Shan; Ge, Xiangyun; Wu, Minglu; Evans, Ben
err分享
err收藏
Physics-data combined machine learning for parametric reduced-order modelling of nonlinear dynamical systems in small-data regimes物理数据组合机器学习用于小数据状态下非线性动力系统的参数降阶建模
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-02-01
err25
errOAAI
errFu, Jinlong; Xiao, Dunhui; Fu, Rui; Li, Chenfeng; Zhu, Chuanhua; Arcucci, Rossella; Navon, Ionel M.
err分享
err收藏
Egret Swarm Optimization Algorithm: An Evolutionary Computation Approach for Model Free Optimization白鹭群优化算法: 无模型优化的进化计算方法
errBIOMIMETICS
IF3.9
err2022-09-27
err68
errOAAI
errChen, Zuyan; Francis, Adam; Li, Shuai; Liao, Bolin; Xiao, Dunhui; Ha, Tran Thu; Li, Jianfeng; Ding, Lei; Cao, Xinwei
err分享
err收藏

研究方向

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合作学者
合作期刊
M
Mehdi Dehghan
H 指数: 93 · 论文数: 808
S
Shuai Li
H 指数: 83 · 论文数: 752
B
Boo Cheong Khoo
H 指数: 68 · 论文数: 794
A
A. N. Slavin
H 指数: 67 · 论文数: 426
Yike GUO 封面图
Yike GUO (Yike Guo)
H 指数: 66 · 论文数: 671
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