Deterministic Mean-Field Ensemble Kalman Filtering

• Importance sampling for rare event tracking within the ensemble Kalman filtering framework

  2025 Statistics and Computing article Mathematics Markov Chains and Monte Carlo Methods Open access

  0

  citations
• Machine learning-based conditional mean filter: A generalization of the ensemble Kalman filter for nonlinear data assimilation

  2022 Foundations of Data Science article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

  4

  citations
• Multi-index ensemble Kalman filtering

  2022 Journal of Computational Physics article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

  7

  citations
• MULTILEVEL ENSEMBLE KALMAN FILTERING FOR SPATIO-TEMPORAL PROCESSES

  2020 Research Explorer (The University of Manchester) article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

  25

  citations
• Multilevel ensemble Kalman filtering for spatio-temporal processes

  2020 Numerische Mathematik article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

  2

  citations
• Continuous limits for constrained ensemble Kalman filter

  2020 Inverse Problems article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

  13

  citations
• Continuous limits for constrained ensemble Kalman filter

  2020 RWTH Publications (RWTH Aachen) article Computer Science Target Tracking and Data Fusion in Sensor Networks

  16

  citations
• Multilevel Ensemble Kalman Filtering based on a sample average of independent EnKF estimators

  2020 Foundations of Data Science article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

  14

  citations

8 results