Hunt, Brian R.

1. Efficient Data Assimilation for Spatiotemporal Chaos: a Local Ensemble Transform Kalman Filter
   2005/11/28 by Brian R. Hunt, Hunt, Brian R., Eric J. Kostelich +3 · 9 citations
   Earth and Planetary Sciences · #Atmospheric and Oceanic Physics (physics.ao-ph) #Data Analysis #FOS: Physical sciences #Meteorological Phenomena and Simulations #Statistics and Probability (physics.data-an)
2. Backpropagation Algorithms and Reservoir Computing in Recurrent Neural Networks for the Forecasting of Complex Spatiotemporal Dynamics
   2019/10/09 by Vlachas, Pantelis R., Pathak, Jaideep, Hunt, Brian R. +4 · 11 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
3. A Local Ensemble Kalman Filter for Atmospheric Data Assimilation
   2002/03/19 by Edward Ott, Brian R. Hunt, Ott, Edward +16 · 2 citations
   Earth and Planetary Sciences · Environmental Science · Physics and Astronomy · #Atmospheric and Oceanic Physics (physics.ao-ph) #Chaotic Dynamics (nlin.CD) #Climate variability and models #Data Analysis #FOS: Physical sciences #Geophysics (physics.geo-ph) #Meteorological Phenomena and Simulations #Oceanographic and Atmospheric Processes #Statistics and Probability (physics.data-an) #nlin.CD #physics.ao-ph #physics.data-an #physics.geo-ph
4. Defining Chaos
   2015/01/30 by Brian R. Hunt, Edward Ott, Hunt, Brian R. +1 · 1 citation
   Engineering · Mathematics · Physics and Astronomy · #Chaos control and synchronization #Chaotic Dynamics (nlin.CD) #Control and Stability of Dynamical Systems #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences #Mathematical Dynamics and Fractals
5. Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired Regularization
   2022/11/09 by Wikner, Alexander, Harvey, Joseph, Girvan, Michelle +4 · 1 citation
   #Chaotic Dynamics (nlin.CD) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)