1. Data Assimilation Methods for Online State Estimation
Introduction / Kalman Filter / Ensemble Kalman Filter / SIR filter / Auxiliary Particle Filter / Implicit Particle Filter / Experiment / Presentation
Implicit particle filter for double well potential
2. Project: Drift Homotopy Implicit Particle Filter
Application: Double-Well Potential Model
Application: Lorenz 63 model