Alberto Racca

1. Robust Optimization and Validation of Echo State Networks for learning\n chaotic dynamics
   2021/02/09 by Alberto Racca, Luca Magri, Racca, Alberto +1 · 7 citations
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Neural Networks and Applications
2. Data-driven prediction and control of extreme events in a chaotic flow
   2022/04/25 by Alberto Racca, Luca Magri, Racca, Alberto +1 · 4 citations
   Physics and Astronomy · Computer Science · Earth and Planetary Sciences · #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Meteorological Phenomena and Simulations
3. Convolutional autoencoder for the spatiotemporal latent representation of turbulence
   2023/01/31 by Nguyen Anh Khoa Doan, Alberto Racca, Doan, Nguyen Anh Khoa +3 · 2 citations
   Engineering · Physics and Astronomy · #Chaotic Dynamics (nlin.CD) #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
4. Control-aware echo state networks (Ca-ESN) for the suppression of extreme events
   2023/08/06 by Alberto Racca, Luca Magri, Racca, Alberto +1 · 1 citation
   Computer Science · Physics and Astronomy · #Neural Networks and Reservoir Computing #Model Reduction and Neural Networks #Computational Physics and Python Applications