Dunhui Xiao

24 papers Journal 21Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Efficient Method of Solving the P
J. Adv. Comput. Intell. Intell. Informatics
Chenxiao Wang, Biao Wang, Yulong Ding, Dunhui Xiao, Ben M. Chen
2026 J jnl
Non-intrusive reduced order modeling of fluid flows via finite element inspired graph neural network.
J. Comput. Phys.
Yanling Lu, Dunhui Xiao, Rui Fu, Xuejun Xu, Shuyu Sun
2026 J jnl
Nonlinear Model Reduction by Probabilistic Manifold Decomposition.
SIAM J. Sci. Comput.
Jiaming Guo, Dunhui Xiao
2026 J jnl
Parametric Probabilistic Manifold Decomposition for Nonlinear Model Reduction.
CoRR
Jiaming Guo, Dunhui Xiao
2025 J jnl
A reduced-order least squares-support vector regression and isogeometric collocation method to simulate Cahn-Hilliard-Navier-Stokes equation.
J. Comput. Phys.
Mostafa Abbaszadeh, Amirreza Khodadadian, Maryam Parvizi, Mehdi Dehghan, Dunhui Xiao
2025 J jnl
Fractal-constrained deep learning for super-resolution of turbulence with zero or few label data.
Comput. Phys. Commun.
Jiaxin Wu, Min Luo, Boo Cheong Khoo, Dunhui Xiao, Pengzhi Lin
2025 J jnl
Machine learning for modelling unstructured grid data in computational physics: A review.
Inf. Fusion
Sibo Cheng, Marc Bocquet, Weiping Ding, Tobias Sebastian Finn, Rui Fu, Jinlong Fu, Yike Guo, Eleda Johnson, Siyi Li, Che Liu, Eric Newton Moro, Jie Pan, Matthew D. Piggott, César Quilodrán Casas, Prakhar Sharma, Kun Wang, Dunhui Xiao, Xiao Xue, Yong Zeng, Mingrui Zhang, Hao Zhou, Kewei Zhu, Rossella Arcucci
2025 J jnl
Machine learning for modelling unstructured grid data in computational physics: a review.
CoRR
Sibo Cheng, Marc Bocquet, Weiping Ding, Tobias Sebastian Finn, Rui Fu, Jinlong Fu, Yike Guo, Eleda Johnson, Siyi Li, Che Liu, Eric Newton Moro, Jie Pan, Matthew D. Piggott, César Quilodrán Casas, Prakhar Sharma, Kun Wang, Dunhui Xiao, Xiao Xue, Yong Zeng, Mingrui Zhang, Hao Zhou, Kewei Zhu, Rossella Arcucci
2025 J jnl
Nonlinear Model Reduction by Probabilistic Manifold Decomposition.
CoRR
Jiaming Guo, Dunhui Xiao
2025 J jnl
Nonlinear model order reduction of engineering turbulence using data-assisted neural networks.
Comput. Phys. Commun.
Chuanhua Zhu, Jinlong Fu, Dunhui Xiao, Jinsheng Wang
2025 — conf
Robust, Efficient, and Long-Time Accurate Schemes to Simulate Gas Storage in Geological Formation.
ICCS (3)
Huangxin Chen, Yuxiang Chen, Jisheng Kou, Shuyu Sun, Dunhui Xiao, Xuejun Xu, Haitao Yu, Tao Zhang, Xiaoying Zhuang
2024 J jnl
An intrinsic integrity-driven rating model for a sustainable reputation system.
Expert Syst. Appl.
Haibao Wen, Shengmin Sun, Tao Huang, Dunhui Xiao
2024 J jnl
Domain decomposition for physics-data combined neural network based parametric reduced order modelling.
J. Comput. Phys.
Xinyu Pan, Dunhui Xiao
2024 J jnl
Investigation of phase-field models of tumor growth based on a reduced-order meshless Galerkin method.
Eng. Comput.
Mostafa Abbaszadeh, Mehdi Dehghan, Dunhui Xiao
2024 J jnl
Parametric Taylor series based latent dynamics identification neural networks.
CoRR
Xinlei Lin, Dunhui Xiao
2023 J jnl
A data-driven framework for permeability prediction of natural porous rocks via microstructural characterization and pore-scale simulation.
Eng. Comput.
Jinlong Fu, Min Wang, Bin Chen, Jinsheng Wang, Dunhui Xiao, Min Luo, Ben Evans
2023 J jnl
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review.
IEEE CAA J. Autom. Sinica
Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci
2023 J jnl
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review.
CoRR
Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci
2022 J jnl
Egret Swarm Optimization Algorithm: An Evolutionary Computation Approach for Model Free Optimization.
CoRR
Zuyan Chen, Adam Francis, Shuai Li, Bolin Liao, Dunhui Xiao
2021 — conf
Optimal Siting of Rural Settlement Through a GIS-Based Assessment: A Case Study in China.
SpatialDI
Chuanhua Zhu, Dunhui Xiao, QinYao Sun
2019 — conf
A Domain Decomposition Reduced Order Model with Data Assimilation (DD-RODA).
PARCO
Rossella Arcucci, César Quilodrán Casas, Dunhui Xiao, Laetitia Mottet, Fangxin Fang, Pin Wu, Christopher C. Pain, Yi-Ke Guo
2017 J jnl
A non-intrusive reduced-order model for compressible fluid and fractured solid coupling and its application to blasting.
J. Comput. Phys.
Dunhui Xiao, Pan Yang, Fangxin Fang, Jiansheng Xiang, Christopher C. Pain, I. M. Navon, Min Chen
2014 J jnl
Non-linear model reduction for the Navier-Stokes equations using residual DEIM method.
J. Comput. Phys.
Dunhui Xiao, Fangxin Fang, Andrew G. Buchan, Christopher C. Pain, Ionel Michael Navon, Juan Du, G. Hu
2013 J jnl
Non-linear Petrov-Galerkin methods for reduced order hyperbolic equations and discontinuous finite element methods.
J. Comput. Phys.
Fangxin Fang, Christopher C. Pain, I. M. Navon, Ahmed H. Elsheikh, Juan Du, Dunhui Xiao