Carlson, Elizabeth

1. Dynamically learning the parameters of a chaotic system using partial observations
   2021/08/18 by Elizabeth Carlson, Carlson, Elizabeth, Joshua Hudson +9 · 5 citations
   Computer Science · Physics and Astronomy · #34A55 #34D06 #34H10 #35B30 #37C50 #60H10 #Chaos control and synchronization #Classical Analysis and ODEs (math.CA) #FOS: Mathematics #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC)
2. Super-exponential convergence rate of a nonlinear continuous data assimilation algorithm: The 2D Navier-Stokes equations paradigm
   2023/04/03 by Elizabeth Carlson, Adam Larios, Carlson, Elizabeth +3 · 4 citations
   Computer Science · Economics, Econometrics and Finance · Mathematics · #34D06 #35K61 #35Q93 #93C20 #Advanced Mathematical Modeling in Engineering #Analysis of PDEs (math.AP) #FOS: Mathematics #Mathematical Biology Tumor Growth #Stochastic processes and financial applications
3. Model discovery on the fly using continuous data assimilation
   2024/11/07 by Newey, Joshua, Whitehead, Jared P, Carlson, Elizabeth · 4 citations
   #Data Analysis #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences #Numerical Analysis (math.NA) #Statistics and Probability (physics.data-an)