A Framework for Large Scale Particle Filters Validated with Data Assimilation for Weather Simulation

Sebastian Friedemann, Kai Keller, Yen-Sen Lu +2

Particle filters are a group of algorithms to solve inverse problems through statistical Bayesian methods when the model does not comply with the linear and Gaussian hypothesis. Pa…