Fukami, Kai

1. Machine learning in fluid dynamics: A critical assessment
   2025/08/19 by Taira, Kunihiko, Rigas, Georgios, Fukami, Kai · 4 citations
   #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
2. Information-theoretic machine learning for time-varying mode decomposition of separated aerodynamic flows
   2025/05/30 by Fukami, Kai, Araki, Ryo · 4 citations
   #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG)
3. Phase autoencoder for limit-cycle oscillators
   2024/02/28 by Koichiro Yawata, Yawata, Koichiro, Kai Fukami +5 · 2 citations
   Engineering · #Adaptation and Self-Organizing Systems (nlin.AO) #Chaotic Dynamics (nlin.CD) #FOS: Computer and information sciences #FOS: Physical sciences #Laser Design and Applications #Machine Learning (cs.LG)
4. Compressing fluid flows with nonlinear machine learning: mode decomposition, latent modeling, and flow control
   2025/05/01 by Fukagata, Koji, Fukami, Kai · 5 citations
   #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)