Guastoni, L.

1. Deep reinforcement learning for turbulent drag reduction in channel flows
   2023/01/24 by Guastoni, L., Rabault, J., Schlatter, P. +2 · 12 citations
   #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
2. Convolutional-network models to predict wall-bounded turbulence from wall quantities
   2020/06/22 by Luca Guastoni, Guastoni, L., Alejandro Güemes +11 · 7 citations
   Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Fluid Dynamics and Vibration Analysis #Machine Learning (stat.ML) #Model Reduction and Neural Networks
3. Predictions of turbulent shear flows using deep neural networks
   2019/05/07 by Srinivasan, P. A., Guastoni, L., Azizpour, H. +2 · 4 citations
   #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
4. Fully convolutional networks for velocity-field predictions based on the wall heat flux in turbulent boundary layers
   2022/08/11 by L. Guastoni, Guastoni, L., Arivazhagan G. Balasubramanian +14 · 1 citation
   Engineering · Physics and Astronomy · #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks #Lattice Boltzmann Simulation Studies