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ORCIDSiu Wun Cheung
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2020 – today
- 2024
[j18]Qing Wan
, Siu Wun Cheung, Yoonsuck Choe:
AdjointBackMapV2: Precise reconstruction of arbitrary CNN unit's activation via adjoint operators. Neural Networks 170: 55-71 (2024)- [j17]Jessica T. Lauzon, Siu Wun Cheung, Yeonjong Shin, Youngsoo Choi, Dylan Matthew Copeland, Kevin Huynh:
S-OPT: A Points Selection Algorithm for Hyper-Reduction in Reduced Order Models. SIAM J. Sci. Comput. 46(4): 474- (2024) - [i15]Jun Sur Richard Park, Siu Wun Cheung, Youngsoo Choi, Yeonjong Shin:
tLaSDI: Thermodynamics-informed latent space dynamics identification. CoRR abs/2403.05848 (2024) - [i14]Christophe Bonneville, Xiaolong He, April Tran, Jun Sur Richard Park, William Fries, Daniel A. Messenger, Siu Wun Cheung, Yeonjong Shin, David M. Bortz, Debojyoti Ghosh, Jiun-Shyan Chen, Jonathan L. Belof, Youngsoo Choi:
A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling. CoRR abs/2403.10748 (2024) - 2023
- [j16]Siu Wun Cheung, Youngsoo Choi, Dylan Matthew Copeland, Kevin Huynh:
Local Lagrangian reduced-order modeling for the Rayleigh-Taylor instability by solution manifold decomposition. J. Comput. Phys. 472: 111655 (2023) - [j15]Tina Mai, Siu Wun Cheung, Jun Sur Richard Park:
Constraint energy minimizing generalized multiscale finite element method for multi-continuum Richards equations. J. Comput. Phys. 477: 111915 (2023) - [j14]Sai-Mang Pun, Siu Wun Cheung:
Online Adaptive Algorithm for Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method. Multiscale Model. Simul. 21(1): 168-193 (2023) - [i13]Siu Wun Cheung, Youngsoo Choi, H. Keo Springer, Teeratorn Kadeethum:
Data-scarce surrogate modeling of shock-induced pore collapse process. CoRR abs/2306.00184 (2023) - 2022
- [j13]Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Wing Tat Leung, Sai-Mang Pun:
Iterative oversampling technique for constraint energy minimizing generalized multiscale finite element method in the mixed formulation. Appl. Math. Comput. 415: 126622 (2022) - [j12]Jingyan Zhang, Siu Wun Cheung:
Analysis of non-local multicontinuum upscaling for dual continuum model. J. Comput. Appl. Math. 406: 113873 (2022) - [i12]Siu Wun Cheung, Youngsoo Choi, Dylan Matthew Copeland, Kevin Huynh:
Local Lagrangian reduced-order modeling for Rayleigh-Taylor instability by solution manifold decomposition. CoRR abs/2201.07335 (2022) - [i11]Jessica T. Lauzon, Siu Wun Cheung, Yeonjong Shin, Youngsoo Choi, Dylan Matthew Copeland, Kevin Huynh:
S-OPT: A Points Selection Algorithm for Hyper-Reduction in Reduced Order Models. CoRR abs/2203.16494 (2022) - [i10]Tina Mai, Siu Wun Cheung, Jun Sur Richard Park:
Constraint Energy Minimizing Generalized Multiscale Finite Element Method for multi-continuum Richards equations. CoRR abs/2205.11294 (2022) - 2021
- [j11]Jun Sur Richard Park, Siu Wun Cheung, Tina Mai:
Multiscale simulations for multi-continuum Richards equations. J. Comput. Appl. Math. 397: 113648 (2021) - [j10]Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Wing Tat Leung:
Explicit and Energy-Conserving Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method for Wave Propagation in Heterogeneous Media. Multiscale Model. Simul. 19(4): 1736-1759 (2021) - [i9]Sai-Mang Pun, Siu Wun Cheung:
Online adaptive algorithm for Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method. CoRR abs/2103.02677 (2021) - [i8]Dylan Matthew Copeland, Siu Wun Cheung, Kevin Huynh, Youngsoo Choi:
Reduced order models for Lagrangian hydrodynamics. CoRR abs/2104.11404 (2021) - 2020
- [j9]Min Wang, Siu Wun Cheung, Eric T. Chung, Maria V. Vasilyeva, Yuhe Wang:
Generalized multiscale multicontinuum model for fractured vuggy carbonate reservoirs. J. Comput. Appl. Math. 366 (2020) - [j8]Jun Sur Richard Park, Siu Wun Cheung, Tina Mai, Viet Ha Hoang:
Multiscale simulations for upscaled multi-continuum flows. J. Comput. Appl. Math. 374: 112782 (2020) - [j7]Siu Wun Cheung, Eric T. Chung, Wing Tat Leung:
Constraint energy minimizing generalized multiscale discontinuous Galerkin method. J. Comput. Appl. Math. 380: 112960 (2020) - [j6]Min Wang, Siu Wun Cheung, Wing Tat Leung, Eric T. Chung, Yalchin Efendiev, Mary F. Wheeler:
Reduced-order deep learning for flow dynamics. The interplay between deep learning and model reduction. J. Comput. Phys. 401 (2020) - [j5]Yating Wang, Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Min Wang:
Deep multiscale model learning. J. Comput. Phys. 406: 109071 (2020) - [i7]Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Wing Tat Leung:
Explicit and Energy-Conserving Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method for Wave Propagation in Heterogeneous Media. CoRR abs/2009.00991 (2020) - [i6]Jun Sur Richard Park, Siu Wun Cheung, Tina Mai:
Multiscale simulations for multi-continuum Richards equations. CoRR abs/2010.09181 (2020) - [i5]Jingyan Zhang, Siu Wun Cheung:
Analysis of Non-local Multicontinuum Upscaling for Dual Continuum Model. CoRR abs/2011.01281 (2020) - [i4]Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Wing Tat Leung, Sai-Mang Pun:
Iterative Oversampling Technique for Constraint Energy Minimizing Generalized Multiscale Finite Element Method in the Mixed Formulation. CoRR abs/2012.01817 (2020)
2010 – 2019
- 2019
- [j4]Siu Wun Cheung, Nilabja Guha:
Dynamic data-driven Bayesian GMsFEM. J. Comput. Appl. Math. 353: 72-85 (2019) - [j3]Maria V. Vasilyeva, Eric T. Chung, Siu Wun Cheung, Yating Wang, Georgy Prokopev:
Nonlocal multicontinua upscaling for multicontinua flow problems in fractured porous media. J. Comput. Appl. Math. 355: 258-267 (2019) - [i3]Jun Sur Richard Park, Siu Wun Cheung, Tina Mai, Viet Ha Hoang:
Multiscale simulations for upscaled multi-continuum flows. CoRR abs/1909.04722 (2019) - [i2]Siu Wun Cheung, Eric T. Chung, Wing Tat Leung:
Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method. CoRR abs/1909.12461 (2019) - 2018
- [j2]Siu Wun Cheung, Eric T. Chung, Hyea Hyun Kim:
A Mass Conservative Scheme for Fluid-Structure Interaction Problems by the Staggered Discontinuous Galerkin Method. J. Sci. Comput. 74(3): 1423-1456 (2018) - [i1]Yating Wang, Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Min Wang:
Deep Multiscale Model Learning. CoRR abs/1806.04830 (2018) - 2015
- [j1]Siu Wun Cheung, Eric T. Chung, Hyea Hyun Kim, Yue Qian:
Staggered discontinuous Galerkin methods for the incompressible Navier-Stokes equations. J. Comput. Phys. 302: 251-266 (2015)
Coauthor Index
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