Cheung, Siu Wun

1. A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling
   2024/03/16 by Christophe Bonneville, Xiaolong He, Bonneville, Christophe +23 · 11 citations
   Engineering · Physics and Astronomy · #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Finance #Hydraulic and Pneumatic Systems #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Real-time simulation and control systems #and Science (cs.CE)
2. tLaSDI: Thermodynamics-informed latent space dynamics identification
   2024/03/09 by Park, Jun Sur Richard, Cheung, Siu Wun, Choi, Youngsoo +1 · 6 citations
   #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)
3. Local Lagrangian reduced-order modeling for Rayleigh-Taylor instability by solution manifold decomposition
   2022/01/18 by Cheung, Siu Wun, Choi, Youngsoo, Copeland, Dylan Matthew +1 · 4 citations
   #FOS: Mathematics #Numerical Analysis (math.NA)
4. Data-scarce surrogate modeling of shock-induced pore collapse process
   2023/05/31 by Cheung, Siu Wun, Choi, Youngsoo, Springer, H. Keo +1 · 4 citations
   #Computational Engineering #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Finance #Numerical Analysis (math.NA) #and Science (cs.CE)
5. Defining Foundation Models for Computational Science: A Call for Clarity and Rigor
   2025/05/28 by Youngsoo Choi, Siu Wun Cheung, Choi, Youngsoo +21 · 7 citations
   Decision Sciences · #Scientific Computing and Data Management
6. Generalized Multiscale Multicontinuum Model for Fractured Vuggy Carbonate Reservoirs
   2018/10/29 by Min Wang, Wang, Min, Siu Wun Cheung +7 · 1 citation
   Computer Science · Engineering · #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #Composite Material Mechanics #FOS: Mathematics #Numerical Analysis (math.NA)