Siu Wun Cheung

According to our database, Siu Wun Cheung authored at least 22 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

S-OPT: A Points Selection Algorithm for Hyper-Reduction in Reduced Order Models.

Jessica T. Lauzon, Siu Wun Cheung, Yeonjong Shin, Youngsoo Choi, Dylan Matthew Copeland, Kevin Huynh

SIAM J. Sci. Comput., 2024

AdjointBackMapV2: Precise reconstruction of arbitrary CNN unit's activation via adjoint operators.

Qing Wan, Siu Wun Cheung, Yoonsuck Choe

Neural Networks, 2024

A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling.

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

CoRR, 2024

tLaSDI: Thermodynamics-informed latent space dynamics identification.

Jun Sur Richard Park, Siu Wun Cheung, Youngsoo Choi, Yeonjong Shin

CoRR, 2024

2023

Online Adaptive Algorithm for Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method.

Sai-Mang Pun, Siu Wun Cheung

Multiscale Model. Simul., March, 2023

Constraint energy minimizing generalized multiscale finite element method for multi-continuum Richards equations.

Tina Mai, Siu Wun Cheung, Jun Sur Richard Park

J. Comput. Phys., March, 2023

Local Lagrangian reduced-order modeling for the Rayleigh-Taylor instability by solution manifold decomposition.

Siu Wun Cheung, Youngsoo Choi, Dylan Matthew Copeland, Kevin Huynh

J. Comput. Phys., 2023

Data-scarce surrogate modeling of shock-induced pore collapse process.

Siu Wun Cheung, Youngsoo Choi, H. Keo Springer, Teeratorn Kadeethum

CoRR, 2023

2022

Analysis of non-local multicontinuum upscaling for dual continuum model.

Jingyan Zhang, Siu Wun Cheung

J. Comput. Appl. Math., 2022

Iterative oversampling technique for constraint energy minimizing generalized multiscale finite element method in the mixed formulation.

Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Wing Tat Leung, Sai-Mang Pun

Appl. Math. Comput., 2022

2021

Explicit and Energy-Conserving Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method for Wave Propagation in Heterogeneous Media.

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

Multiscale Model. Simul., 2021

Multiscale simulations for multi-continuum Richards equations.

Jun Sur Richard Park, Siu Wun Cheung, Tina Mai

J. Comput. Appl. Math., 2021

Reduced order models for Lagrangian hydrodynamics.

Dylan Matthew Copeland, Siu Wun Cheung, Kevin Huynh, Youngsoo Choi

CoRR, 2021

2020

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 F. Wheeler

J. Comput. Phys., 2020

Deep multiscale model learning.

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

J. Comput. Phys., 2020

Generalized multiscale multicontinuum model for fractured vuggy carbonate reservoirs.

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

J. Comput. Appl. Math., 2020

Multiscale simulations for upscaled multi-continuum flows.

Jun Sur Richard Park, Siu Wun Cheung, Tina Mai, Viet Ha Hoang

J. Comput. Appl. Math., 2020

Constraint energy minimizing generalized multiscale discontinuous Galerkin method.

Siu Wun Cheung, Eric T. Chung, Wing Tat Leung

J. Comput. Appl. Math., 2020

2019

Nonlocal multicontinua upscaling for multicontinua flow problems in fractured porous media.

Maria V. Vasilyeva, Eric T. Chung, Siu Wun Cheung, Yating Wang, Georgy Prokopev

J. Comput. Appl. Math., 2019

Dynamic data-driven Bayesian GMsFEM.

Siu Wun Cheung, Nilabja Guha

J. Comput. Appl. Math., 2019

2018

A Mass Conservative Scheme for Fluid-Structure Interaction Problems by the Staggered Discontinuous Galerkin Method.

Siu Wun Cheung, Eric T. Chung, Hyea Hyun Kim

J. Sci. Comput., 2018

2015

Staggered discontinuous Galerkin methods for the incompressible Navier-Stokes equations.

Siu Wun Cheung, Eric T. Chung, Hyea Hyun Kim, Yue Qian

J. Comput. Phys., 2015