The Deep Latent Space Particle Filter for Real-Time Data Assimilation with Uncertainty Quantification

Nikolaj T. Mücke, Sander M. Bohté, Cornelis W. Oosterlee

In Data Assimilation, observations are fused with simulations to obtain an accurate estimate of the state and parameters for a given physical system. Combining data with a model, h…