Implicit particle methods and their connection with variational data assimilation

Ethan Atkins, Matthias Morzfeld, Alexandre J. Chorin

The implicit particle filter is a sequential Monte Carlo method for data assimilation that guides the particles to the high-probability regions via a sequence of steps that include…