Ricardo Vinuesa

Enhancing computational fluid dynamics with machine learning

Ricardo Vinuesa, Steven L. Brunton · Nature Computational Science · 2022 · 462 citations · Full text

Engineering, Machine Learning, Physic Aware Machine Learning +2

Physics-informed neural networks for solving Reynolds-averaged Navier–Stokes equations

Hamidreza Eivazi, Mojtaba Tahani, Philipp Schlatter et al. · Physics of Fluids · 2022 · 380 citations · Full text

Predictions of turbulent shear flows using deep neural networks

Prem A. Srinivasan, Luca Guastoni, Hossein Azizpour et al. · Physical Review Fluids · 2019 · 256 citations

Aeroacoustics, Convolutional Neural Network, Deep Neural Networks +13

History effects and near equilibrium in adverse-pressure-gradient turbulent boundary layers

Alexandra Bobke, Ricardo Vinuesa, Ramis Örlü et al. · Journal of Fluid Mechanics · 2017 · 195 citations

Unsteady Flow, Engineering, Reynolds Stresses +15

Convolutional-network models to predict wall-bounded turbulence from wall quantities

Luca Guastoni, Alejandro Güemes, Andrea Ianiro et al. · Journal of Fluid Mechanics · 2021 · 178 citations · Full text

Wall Quantities, Aeroacoustics, Convolutional Neural Network +13