Ribeiro, Mateus Dias
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks
2020/04/19 by Mateus Dias Ribeiro, Abdul Rehman, Ribeiro, Mateus Dias +5 · 1 citation
Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Fluid Dynamics and Turbulent Flows #Fluid Dynamics and Vibration Analysis
- Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations
2021/02/03 by Rojas, Carlos J. G., Dengel, Andreas, Ribeiro, Mateus Dias · 1 citation
#Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
- Turbulence forecasting via Neural ODE
2019/11/12 by Gavin Portwood, Portwood, Gavin D., Peetak Mitra +21 · 2 citations
Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics and Turbulent Flows #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks