Siu Wun Cheung

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 32

Top Topics

Top Venues

J. Comput. Appl. Math.

J. Comput. Phys.

Multiscale Model. Simul.

Publications

Qing Wan, Siu Wun Cheung, Yoonsuck Choe
AdjointBackMapV2: Precise reconstruction of arbitrary CNN unit's activation via adjoint operators. Neural Networks 170 (2024)
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 (2024)
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) (2024)
Jun Sur Richard Park, Siu Wun Cheung, Youngsoo Choi, Yeonjong Shin
tLaSDI: Thermodynamics-informed latent space dynamics identification. CoRR (2024)
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 (2023)
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 (2023)
Sai-Mang Pun, Siu Wun Cheung
Online Adaptive Algorithm for Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method. Multiscale Model. Simul. 21 (1) (2023)
Siu Wun Cheung, Youngsoo Choi, H. Keo Springer, Teeratorn Kadeethum
Data-scarce surrogate modeling of shock-induced pore collapse process. CoRR (2023)
Tina Mai, Siu Wun Cheung, Jun Sur Richard Park
Constraint Energy Minimizing Generalized Multiscale Finite Element Method for multi-continuum Richards equations. CoRR (2022)
Siu Wun Cheung, Youngsoo Choi, Dylan Matthew Copeland, Kevin Huynh
Local Lagrangian reduced-order modeling for Rayleigh-Taylor instability by solution manifold decomposition. CoRR (2022)
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 (2022)
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 (2022)
Jingyan Zhang, Siu Wun Cheung
Analysis of non-local multicontinuum upscaling for dual continuum model. J. Comput. Appl. Math. 406 (2022)
Sai-Mang Pun, Siu Wun Cheung
Online adaptive algorithm for Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method. CoRR (2021)
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) (2021)
Jun Sur Richard Park, Siu Wun Cheung, Tina Mai
Multiscale simulations for multi-continuum Richards equations. J. Comput. Appl. Math. 397 (2021)
Dylan Matthew Copeland, Siu Wun Cheung, Kevin Huynh, Youngsoo Choi
Reduced order models for Lagrangian hydrodynamics. CoRR (2021)
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)
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 (2020)
Jun Sur Richard Park, Siu Wun Cheung, Tina Mai, Viet Ha Hoang
Multiscale simulations for upscaled multi-continuum flows. J. Comput. Appl. Math. 374 (2020)
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 (2020)
Siu Wun Cheung, Eric T. Chung, Wing Tat Leung
Constraint energy minimizing generalized multiscale discontinuous Galerkin method. J. Comput. Appl. Math. 380 (2020)
Jun Sur Richard Park, Siu Wun Cheung, Tina Mai
Multiscale simulations for multi-continuum Richards equations. CoRR (2020)
Yating Wang, Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Min Wang
Deep multiscale model learning. J. Comput. Phys. 406 (2020)
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)
Jingyan Zhang, Siu Wun Cheung
Analysis of Non-local Multicontinuum Upscaling for Dual Continuum Model. CoRR (2020)
Siu Wun Cheung, Eric T. Chung, Wing Tat Leung
Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method. CoRR (2019)
Siu Wun Cheung, Nilabja Guha
Dynamic data-driven Bayesian GMsFEM. J. Comput. Appl. Math. 353 (2019)
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 (2019)
Jun Sur Richard Park, Siu Wun Cheung, Tina Mai, Viet Ha Hoang
Multiscale simulations for upscaled multi-continuum flows. CoRR (2019)
Yating Wang, Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Min Wang
Deep Multiscale Model Learning. CoRR (2018)
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) (2018)
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 (2015)