Adrián Lozano-Durán

1. Information-theoretic formulation of dynamical systems: causality, modeling, and control
   2021/11/18 by Adrián Lozano-Durán, Gonzalo Arranz, Lozano-Durán, Adrián +1 · 8 citations
   Engineering · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Chaotic Dynamics (nlin.CD) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Information Theory (cs.IT) #Model Reduction and Neural Networks
2. A Database for Reduced-Complexity Modeling of Fluid Flows
   2022/06/23 by Aaron Towne, Towne, Aaron, Scott T. M. Dawson +19 · 8 citations
   Engineering · Physics and Astronomy · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Lattice Boltzmann Simulation Studies #Model Reduction and Neural Networks
3. Wall turbulence without modal instability of the streaks
   2019/09/12 by Adrián Lozano-Durán, Lozano-Durán, Adrián, Marios-Andreas Nikolaidis +5 · 2 citations
   Engineering · #Aerodynamics and Acoustics in Jet Flows #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Fluid Dynamics and Vibration Analysis
4. Numerical and modeling error assessment of large-eddy simulation using direct-numerical-simulation-aided large-eddy simulation
   2022/08/03 by H. Jane Bae, Adrián Lozano-Durán, Bae, H. Jane +1 · 2 citations
   Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks
5. The coherent structure of the energy cascade in isotropic turbulence
   2023/06/14 by Danah Park, Adrián Lozano-Durán, Park, Danah +1 · 2 citations
   Engineering · Environmental Science · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Plant Water Relations and Carbon Dynamics #Wind and Air Flow Studies
6. Dimensionless learning based on information
   2025/04/04 by Yuan Yuan, Adrián Lozano-Durán, Yuan, Yuan +1 · 4 citations
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis