| Deep multiscale model learning Y Wang, SW Cheung, ET Chung, Y Efendiev, M Wang Journal of Computational Physics 406, 109071, 2020 | 111 | 2020 |
| Reduced order models for Lagrangian hydrodynamics DM Copeland, SW Cheung, K Huynh, Y Choi Computer Methods in Applied Mechanics and Engineering 388, 114259, 2022 | 71 | 2022 |
| Nonlocal multicontinua upscaling for multicontinua flow problems in fractured porous media M Vasilyeva, ET Chung, SW Cheung, Y Wang, G Prokopev Journal of Computational and Applied Mathematics 355, 258-267, 2019 | 53 | 2019 |
| S-OPT: A points selection algorithm for hyper-reduction in reduced order models JT Lauzon, SW Cheung, Y Shin, Y Choi, DM Copeland, K Huynh SIAM Journal on Scientific Computing 46 (4), B474-B501, 2024 | 48 | 2024 |
| Local Lagrangian reduced-order modeling for the Rayleigh-Taylor instability by solution manifold decomposition SW Cheung, Y Choi, DM Copeland, K Huynh Journal of Computational Physics 472, 111655, 2023 | 41 | 2023 |
| Reduced-order deep learning for flow dynamics. The interplay between deep learning and model reduction M Wang, SW Cheung, WT Leung, ET Chung, Y Efendiev, M Wheeler Journal of Computational Physics 401, 108939, 2020 | 39* | 2020 |
| Staggered discontinuous Galerkin methods for the incompressible Navier-Stokes equations SW Cheung, E Chung, HH Kim, Y Qian Journal of Computational Physics 302, 251-266, 2015 | 36 | 2015 |
| Deep global model reduction learning in porous media flow simulation SW Cheung, ET Chung, Y Efendiev, E Gildin, Y Wang, J Zhang Computational Geosciences 24 (1), 261-274, 2020 | 35* | 2020 |
| Generalized multiscale multicontinuum model for fractured vuggy carbonate reservoirs M Wang, SW Cheung, ET Chung, M Vasilyeva, Y Wang Journal of Computational and Applied Mathematics 366, 112370, 2020 | 34 | 2020 |
| A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling C Bonneville, X He, A Tran, JS Park, W Fries, DA Messenger, SW Cheung, ... arXiv preprint arXiv:2403.10748, 2024 | 27 | 2024 |
| Constraint energy minimizing generalized multiscale finite element method for dual continuum model SW Cheung, ET Chung, Y Efendiev, WT Leung, M Vasilyeva Communications in Mathematical Sciences 18, 663-685, 2020 | 26 | 2020 |
| tLaSDI: Thermodynamics-informed latent space dynamics identification JSR Park, SW Cheung, Y Choi, Y Shin Computer Methods in Applied Mechanics and Engineering 429, 117144, 2024 | 23 | 2024 |
| Multiscale simulations for multi-continuum Richards equations JSR Park, SW Cheung, T Mai Journal of Computational and Applied Mathematics 397, 113648, 2021 | 20 | 2021 |
| Multiscale simulations for upscaled multi-continuum flows JSR Park, SW Cheung, T Mai, VH Hoang Journal of Computational and Applied Mathematics 374, 112782, 2020 | 20 | 2020 |
| Prediction of discretization of GMsFEM using deep learning M Wang, SW Cheung, ET Chung, Y Efendiev, WT Leung, Y Wang Mathematics 7 (5), 412, 2019 | 19* | 2019 |
| Defining Foundation Models for Computational Science: A Call for Clarity and Rigor Y Choi, SW Cheung, Y Kim, PH Tsai, AN Diaz, I Zanardi, SW Chung, ... arXiv preprint arXiv:2505.22904, 2025 | 18 | 2025 |
| Data-scarce surrogate modeling of shock-induced pore collapse process SW Cheung, Y Choi, HK Springer, T Kadeethum Shock Waves 34 (3), 237-256, 2024 | 14 | 2024 |
| Explicit and energy-conserving constraint energy minimizing generalized multiscale discontinuous galerkin method for wave propagation in heterogeneous media SW Cheung, ET Chung, Y Efendiev, WT Leung Multiscale Modeling & Simulation 19 (4), 1736-1759, 2021 | 14 | 2021 |
| Deep model reduction-model learning for reservoir simulation J Zhang, SW Cheung, Y Efendiev, E Gildin, ET Chung SPE Reservoir Simulation Conference, 2019 | 13 | 2019 |
| Constraint energy minimizing generalized multiscale discontinuous Galerkin method SW Cheung, ET Chung, WT Leung Journal of Computational and Applied Mathematics 380, 112960, 2020 | 12 | 2020 |
Eric Chung, SIAM FellowProfessor at The Chinese University of Hong KongVerified email at math.cuhk.edu.hk
