Adaptive tempering schedules with approximative intermediate measures for filtering problems

Iris Rammelmüller, Gottfried Hastermann, Jana de Wiljes

Data assimilation algorithms integrate prior information from numerical model simulations with observed data. Ensemble-based filters, regarded as state-of-the-art, are widely emplo…