Roy, Thomas
- Train Small, Model Big: Scalable Physics Simulators via Reduced Order Modeling and Domain Decomposition
2023/12/06 by Seung Whan Chung, Chung, Seung Whan, Youngsoo Choi +17 · 8 citations
Engineering · Physics and Astronomy · #65F55 #65N55 (primary) 76D07 (secondary) #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Vibration Analysis #Model Reduction and Neural Networks #Real-time simulation and control systems #and Science (cs.CE)
- A constrained pressure-temperature residual (CPTR) method for\n non-isothermal multiphase flow in porous media
2019/07/05 by Thomas Roy, Roy, Thomas, Tom B. Jönsthövel +7 · 2 citations
Engineering · #65F08 #65F10 #65M08 #65M60 #76S05 #Advanced Numerical Methods in Computational Mathematics #Enhanced Oil Recovery Techniques #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Hydraulic Fracturing and Reservoir Analysis #Numerical Analysis (math.NA)
- Analysis of time-stepping methods for the monodomain model
2017/09/29 by Thomas Roy, Yves Bourgault, Roy, Thomas +4 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #FOS: Mathematics #Fractional Differential Equations Solutions #Nonlinear Dynamics and Pattern Formation #Numerical Analysis (math.NA) #Numerical methods for differential equations #Spectroscopy and Quantum Chemical Studies
- Scaled-up prediction of steady Navier-Stokes equation with component reduced order modeling
2024/10/28 by Seung Whan Chung, Youngsoo Choi, Chung, Seung Whan +15 · 2 citations
Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Hydraulic and Pneumatic Systems
- Scalable physics-guided data-driven component model reduction for steady Navier-Stokes flow
2024/10/28 by Seung Whan Chung, Chung, Seung Whan, Youngsoo Choi +15 · 2 citations
Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Real-time simulation and control systems #Oil and Gas Production Techniques