1 citations · 2 across the 2 of their papers we have counts for
2 papers
math.NA2023★ 1 cited
A Surrogate Data Assimilation Model for the Estimation of Dynamical System in a Limited Area
Wei Kang, Liang Xu, Hong Zhou
We propose a novel learning-based surrogate data assimilation (DA) model for efficient state estimation in a limited area. Our model employs a feedforward neural network for online…
eess.SY2022★ 1 cited
Feature-Informed Data Assimilation -- Definitions and Illustrative Examples
Wei Kang, Daniel M. Tartakovsky, Apoorv Srivastava
We introduce a mathematical formulation of feature-informed data assimilation (FIDA). In FIDA, the information about feature events, such as shock waves, level curves, wavefronts a…