Luca Guastoni

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

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

Deep reinforcement learning for turbulent drag reduction in channel flows

Luca Guastoni, Jean Rabault, Philipp Schlatter et al. · The European Physical Journal E · 2023 · 97 citations · Full text

Predicting the temporal dynamics of turbulent channels through deep learning

Giuseppe Borrelli, Luca Guastoni, Hamidreza Eivazi et al. · International Journal of Heat and Fluid Flow · 2022 · 26 citations · Full text

Aeroacoustics, Unsteady Flow, Flow Control +14

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

Luca Guastoni, Alejandro Güemes, Andrea Ianiro et al. · arXiv (Cornell University) · 2020 · 22 citations · Full text