Publications

Solving and Learning Navier-Stokes Dynamics with the Neural Basis Method (Submitted, 2026)

Yuhe Wang, Zhu Wang, Min Wang

Learning Nonlinear Transient Dynamics in Fluid Flow Networks with the Neural Basis Method (Submitted, 2026)

Aijaz Nazir, Yuhe Wang, Shahrear K Rasel, Min Wang

Perceptually Regularized Diffusion Model for Image Super-Resolution

Chuxiangbo Wang, Pavithra Venkatachalapathy, Ying Liang, Min Wang, Jing Qin, Yifei Lou, Weihong Guo

Solving and Learning Advective Multiscale Darcian Dynamics with the Neural Basis Method

Yuhe Wang, Min Wang

Numerical Methods for Solving Nonlinearly Coupled Poisson Equations in Dual-Continuum Modeled Porous Electrodes

Yuhe Wang, Min Wang, Zhihang Xu

Parametrization of Subgrid Scales in Long-Term Simulations of the Shallow-Water Equations Using Machine Learning and Convex Limiting

Md Amran Hossan Mojamder, Zhihang Xu, Min Wang, Ilya Timofeyev

Fluids 11.3 (2026): 76

Implicit-Explicit Scheme with Multiscale Vanka Two-Grid Solver for Heterogeneous Unsaturated Poroelasticity

Maria Vasilyeva, Ben S Southworth, Yunhui He, Min Wang

Electronic Transactions on Numerical Analysis 66 (2026): 1–31

Weak TransNet: A Petrov-Galerkin based neural network method for solving elliptic PDEs

Zhihang Xu, Min Wang, Zhu Wang

Journal of Scientific Computing 107.2 (2026): 60

Multicontinuum Splitting Scheme for Multiscale Flow Problems

Yalchin Efendiev, Wing Tat Leung, Buzheng Shan, Min Wang

Journal of Computational Physics 540 (2025): 114265

Neural Network Based Variational Methods for Solving Quadratic Porous Medium Equations in High Dimensions

Min Wang, Jianfeng Lu

Communications in Mathematics and Statistics 11.1 (2023): 21–57

A Learning-based Projection Method for Model Order Reduction of Transport Problems

Zhichao Peng, Min Wang, Fengyan Li

Journal of Computational and Applied Mathematics 418 (2023): 114560

Nonlinear Reduced DNN Models for State Estimation

Wolfgang Dahmen, Min Wang, Zhu Wang

Communications in Computational Physics 32 (2022): 1–40

Mixed Generalized Multiscale Finite Element Method for Flow Problem in Thin Domains

Denis Spiridonov, Maria Vasilyeva, Min Wang, Eric T. Chung

Journal of Computational and Applied Mathematics 416 (2022): 114577

A priori Generalization Analysis of the Deep Ritz Method for Solving High Dimensional Elliptic Equations

Jianfeng Lu, Yulong Lu, Min Wang

Conference on Learning Theory, PMLR (2021)

Deep Multiscale Model Learning

Yating Wang, Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Min Wang

Journal of Computational Physics 406 (2020): 109071

Generalized Multiscale Multicontinuum Model for Fractured Vuggy Carbonate Reservoirs

Min Wang, Siu Wun Cheung, Eric T. Chung, Maria Vasilyeva, Yuhe Wang

Journal of Computational and Applied Mathematics 366 (2020): 112370

Reduced-order Deep Learning for Flow Dynamics. The Interplay between Deep Learning and Model Reduction

Min Wang, Siu Wun Cheung, Wing Tat Leung, Eric T. Chung, Yalchin Efendiev, Mary Wheeler

Journal of Computational Physics 401 (2020): 108939

Prediction of Discretization of GMsFEM using Deep Learning

Min Wang, Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Wing Tat Leung, Yating Wang

Mathematics 7.5 (2019): 412

Generalized Multiscale Coupling of Triple-Continuum Model and Discrete Fracture Network for Carbonate Reservoir Simulation

Min Wang, Chenji Wei, Hongqing Song, Yalchin Efendiev, Yuhe Wang

SPE Annual Technical Conference and Exhibition (2017)

The Recognition of CAPTCHA

Min Wang, Tianhui Zhang, Wenrong Jiang, Hao Song

Journal of Computer and Communications 2.2 (2014): 14–19