Siu Wun Cheung

41 papers Journal 41

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Reduced Order Model approach for First-Principles Molecular Dynamics Computations. CoRR Siu Wun Cheung, Youngsoo Choi, Jean-Luc Fattebert, Jonas Kaufman, Daniel Osei-Kuffuor
2026	J	`jnl`	Free-RBF-KAN: Kolmogorov-Arnold Networks with Adaptive Radial Basis Functions for Efficient Function Learning. CoRR Shao-Ting Chiu, Siu Wun Cheung, Ulisses Braga-Neto, Chak Shing Lee, Rui Peng Li
2026	J	`jnl`	Hyper-reduction methods for accelerating nonlinear finite element simulations: open source implementation and reproducible benchmarks. CoRR Axel Larsson, Minji Kim, Chris Vales, Sigrid Adriaenssens, Dylan Matthew Copeland, Youngsoo Choi, Siu Wun Cheung
2026	J	`jnl`	Theory and numerics of subspace approximation of eigenvalue problems. Appl. Math. Comput. Siu Wun Cheung, Youngsoo Choi, Seung Whan Chung, Jean-Luc Fattebert, Coleman Kendrick, Daniel Osei-Kuffuor
2025	J	`jnl`	Defining Foundation Models for Computational Science: A Call for Clarity and Rigor. CoRR Youngsoo Choi, Siu Wun Cheung, Youngkyu Kim, Ping-Hsuan Tsai, Alejandro N. Diaz, Ivan Zanardi, Seung Whan Chung, Dylan Matthew Copeland, Coleman Kendrick, William Anderson, Traian Iliescu, Matthias Heinkenschloss
2025	J	`jnl`	Machine-precision energy conservative quadrature hyperreduction of Lagrangian hydrodynamics. CoRR Chris Vales, Siu Wun Cheung, Dylan Matthew Copeland, Youngsoo Choi
2025	J	`jnl`	Model Order Reduction for Quantum Molecular Dynamics. CoRR Siu Wun Cheung, Youngsoo Choi, Jean-Luc Fattebert, Daniel Osei-Kuffuor
2024	J	`jnl`	A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling. CoRR 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
2024	J	`jnl`	AdjointBackMapV2: Precise reconstruction of arbitrary CNN unit's activation via adjoint operators. Neural Networks Qing Wan, Siu Wun Cheung, Yoonsuck Choe
2024	J	`jnl`	S-OPT: A Points Selection Algorithm for Hyper-Reduction in Reduced Order Models. SIAM J. Sci. Comput. Jessica T. Lauzon, Siu Wun Cheung, Yeonjong Shin, Youngsoo Choi, Dylan Matthew Copeland, Kevin Huynh
2024	J	`jnl`	Theory and numerics of subspace approximation of eigenvalue problems. CoRR Siu Wun Cheung, Youngsoo Choi, Seung Whan Chung, Jean-Luc Fattebert, Coleman Kendrick, Daniel Osei-Kuffuor
2024	J	`jnl`	tLaSDI: Thermodynamics-informed latent space dynamics identification. CoRR Jun Sur Richard Park, Siu Wun Cheung, Youngsoo Choi, Yeonjong Shin
2023	J	`jnl`	Constraint energy minimizing generalized multiscale finite element method for multi-continuum Richards equations. J. Comput. Phys. Tina Mai, Siu Wun Cheung, Jun Sur Richard Park
2023	J	`jnl`	Data-scarce surrogate modeling of shock-induced pore collapse process. CoRR Siu Wun Cheung, Youngsoo Choi, H. Keo Springer, Teeratorn Kadeethum
2023	J	`jnl`	Local Lagrangian reduced-order modeling for the Rayleigh-Taylor instability by solution manifold decomposition. J. Comput. Phys. Siu Wun Cheung, Youngsoo Choi, Dylan Matthew Copeland, Kevin Huynh
2023	J	`jnl`	Online Adaptive Algorithm for Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method. Multiscale Model. Simul. Sai-Mang Pun, Siu Wun Cheung
2022	J	`jnl`	Analysis of non-local multicontinuum upscaling for dual continuum model. J. Comput. Appl. Math. Jingyan Zhang, Siu Wun Cheung
2022	J	`jnl`	Constraint Energy Minimizing Generalized Multiscale Finite Element Method for multi-continuum Richards equations. CoRR Tina Mai, Siu Wun Cheung, Jun Sur Richard Park
2022	J	`jnl`	Iterative oversampling technique for constraint energy minimizing generalized multiscale finite element method in the mixed formulation. Appl. Math. Comput. Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Wing Tat Leung, Sai-Mang Pun
2022	J	`jnl`	Local Lagrangian reduced-order modeling for Rayleigh-Taylor instability by solution manifold decomposition. CoRR Siu Wun Cheung, Youngsoo Choi, Dylan Matthew Copeland, Kevin Huynh
2022	J	`jnl`	S-OPT: A Points Selection Algorithm for Hyper-Reduction in Reduced Order Models. CoRR Jessica T. Lauzon, Siu Wun Cheung, Yeonjong Shin, Youngsoo Choi, Dylan Matthew Copeland, Kevin Huynh
2021	J	`jnl`	Explicit and Energy-Conserving Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method for Wave Propagation in Heterogeneous Media. Multiscale Model. Simul. Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Wing Tat Leung
2021	J	`jnl`	Multiscale simulations for multi-continuum Richards equations. J. Comput. Appl. Math. Jun Sur Richard Park, Siu Wun Cheung, Tina Mai
2021	J	`jnl`	Online adaptive algorithm for Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method. CoRR Sai-Mang Pun, Siu Wun Cheung
2021	J	`jnl`	Reduced order models for Lagrangian hydrodynamics. CoRR Dylan Matthew Copeland, Siu Wun Cheung, Kevin Huynh, Youngsoo Choi
2020	J	`jnl`	Analysis of Non-local Multicontinuum Upscaling for Dual Continuum Model. CoRR Jingyan Zhang, Siu Wun Cheung
2020	J	`jnl`	Constraint energy minimizing generalized multiscale discontinuous Galerkin method. J. Comput. Appl. Math. Siu Wun Cheung, Eric T. Chung, Wing Tat Leung
2020	J	`jnl`	Deep multiscale model learning. J. Comput. Phys. Yating Wang, Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Min Wang
2020	J	`jnl`	Explicit and Energy-Conserving Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method for Wave Propagation in Heterogeneous Media. CoRR Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Wing Tat Leung
2020	J	`jnl`	Generalized multiscale multicontinuum model for fractured vuggy carbonate reservoirs. J. Comput. Appl. Math. Min Wang, Siu Wun Cheung, Eric T. Chung, Maria V. Vasilyeva, Yuhe Wang
2020	J	`jnl`	Iterative Oversampling Technique for Constraint Energy Minimizing Generalized Multiscale Finite Element Method in the Mixed Formulation. CoRR Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Wing Tat Leung, Sai-Mang Pun
2020	J	`jnl`	Multiscale simulations for multi-continuum Richards equations. CoRR Jun Sur Richard Park, Siu Wun Cheung, Tina Mai
2020	J	`jnl`	Multiscale simulations for upscaled multi-continuum flows. J. Comput. Appl. Math. Jun Sur Richard Park, Siu Wun Cheung, Tina Mai, Viet Ha Hoang
2020	J	`jnl`	Reduced-order deep learning for flow dynamics. The interplay between deep learning and model reduction. J. Comput. Phys. Min Wang, Siu Wun Cheung, Wing Tat Leung, Eric T. Chung, Yalchin Efendiev, Mary F. Wheeler
2019	J	`jnl`	Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method. CoRR Siu Wun Cheung, Eric T. Chung, Wing Tat Leung
2019	J	`jnl`	Dynamic data-driven Bayesian GMsFEM. J. Comput. Appl. Math. Siu Wun Cheung, Nilabja Guha
2019	J	`jnl`	Multiscale simulations for upscaled multi-continuum flows. CoRR Jun Sur Richard Park, Siu Wun Cheung, Tina Mai, Viet Ha Hoang
2019	J	`jnl`	Nonlocal multicontinua upscaling for multicontinua flow problems in fractured porous media. J. Comput. Appl. Math. Maria V. Vasilyeva, Eric T. Chung, Siu Wun Cheung, Yating Wang, Georgy Prokopev
2018	J	`jnl`	A Mass Conservative Scheme for Fluid-Structure Interaction Problems by the Staggered Discontinuous Galerkin Method. J. Sci. Comput. Siu Wun Cheung, Eric T. Chung, Hyea Hyun Kim
2018	J	`jnl`	Deep Multiscale Model Learning. CoRR Yating Wang, Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev, Min Wang
2015	J	`jnl`	Staggered discontinuous Galerkin methods for the incompressible Navier-Stokes equations. J. Comput. Phys. Siu Wun Cheung, Eric T. Chung, Hyea Hyun Kim, Yue Qian