Philipp Schlatter

1. Spectral analysis of nonlinear flows
   2009/11/18 by CLARENCE W. ROWLEY, Clarence W. Rowley, IGOR MEZIĆ +7 · 133 citations
   Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Fluid Dynamics and Turbulent Flows #Fluid Dynamics and Vibration Analysis
2. Deep reinforcement learning for turbulent drag reduction in channel flows
   2023/01/24 by L. Guastoni, Guastoni, L., J. Rabault +7 · 12 citations
   Engineering · Physics and Astronomy · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks #Traffic control and management
3. 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
4. Neko: A Modern, Portable, and Scalable Framework for High-Fidelity Computational Fluid Dynamics
   2021/07/02 by Niclas Jansson, Jansson, Niclas, Martin Karp +7 · 7 citations
   Computer Science · Engineering · #Advanced Data Storage Technologies #FOS: Computer and information sciences #Lattice Boltzmann Simulation Studies #Mathematical Software (cs.MS) #Parallel Computing and Optimization Techniques
5. Predicting the temporal dynamics of turbulent channels through deep learning
   2022/03/02 by Giuseppe Borrelli, Borrelli, Giuseppe, Luca Guastoni +7 · 3 citations
   Engineering · Physics and Astronomy · #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 (cs.LG) #Model Reduction and Neural Networks
6. An adverse-pressure-gradient turbulent boundary layer with nearly-constant \boldsymbolβ≃ 1.4 up to \boldsymbolRe_θ ≃ 8,700
   2021/12/02 by Ramón Pozuelo, Qiang Li, Pozuelo, Ramon +5 · 1 citation
   Engineering · #Aerodynamics and Fluid Dynamics Research #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Heat Transfer Mechanisms
7. Fully convolutional networks for velocity-field predictions based on the wall heat flux in turbulent boundary layers
   2022/08/11 by L. Guastoni, Arivazhagan G. Balasubramanian, Guastoni, L. +14 · 1 citation
   Engineering · Physics and Astronomy · #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks #Lattice Boltzmann Simulation Studies