The Ensemble Kalman Filter: theoretical formulation and practical implementation

• Improved constraints on ammonia emissions and deposition from co-assimilating NH 3 and NO 2 satellite observations over the Netherlands

  2026 Atmospheric chemistry and physics article Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access

  0

  citations
• Data Assimilation for Transonic Flows Integrating Reduced-Order Models and Active Learning

  2025 AIAA Journal article Physics and Astronomy Model Reduction and Neural Networks

  1

  citations
• Inferring Parameters in a Complex Land Surface Model by Combining Data Assimilation and Machine Learning

  2025 Journal of Advances in Modeling Earth Systems article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

  7

  citations
• How Does Assimilating SMAP Soil Moisture Improve Characterization of the Terrestrial Water Cycle in an Integrated Land Surface‐Subsurface Model?

  2025 Water Resources Research article Environmental Science Soil Moisture and Remote Sensing Open access cited by 1 patent

  13

  citations
• Can a Sparse Network of Cosmic Ray Neutron Sensors Improve Soil Moisture and Evapotranspiration Estimation at the Larger Catchment Scale?

  2024 Water Resources Research article Environmental Science Soil Moisture and Remote Sensing Open access

  12

  citations
• A reduced basis ensemble Kalman method

  2023 GEM - International Journal on Geomathematics article Physics and Astronomy Model Reduction and Neural Networks Open access

  9

  citations
• Model predictive force control in milling based on an ensemble Kalman filter

  2022 Journal of Intelligent Manufacturing article Engineering Advanced machining processes and optimization Open access

  29

  citations
• Data assimilation of CrIS NH 3 satellite observations for improving spatiotemporal NH 3 distributions in LOTOS-EUROS

  2022 Atmospheric chemistry and physics article Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access

  29

  citations
• Investigating the pilot point ensemble Kalman filter for geostatistical inversion and data assimilation

  2021 Advances in Water Resources article Engineering Reservoir Engineering and Simulation Methods Open access

  23

  citations
• Sensitivity and depth of investigation from Monte Carlo ensemble statistics

  2020 Geophysical Prospecting article Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access

  0

  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
• SHEMAT-Suite: An open-source code for simulating flow, heat and species transport in porous media

  2020 SoftwareX software-paper Environmental Science Groundwater flow and contamination studies Open access

  21

  citations
• Ensemble-based stochastic permeability and flow simulation of a sparsely sampled hard-rock aquifer supported by high performance computing

  2020 Hydrogeology Journal article Environmental Science Groundwater flow and contamination studies Open access

  9

  citations
• Identifying trending coefficients with an ensemble Kalman filter

  2020 arXiv (Cornell University) preprint Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

  2

  citations
• Identifying trending model coefficients with an ensemble Kalman filter – a demonstration on a force model for milling

  2020 IFAC-PapersOnLine article Engineering Control Systems and Identification Open access

  11

  citations

16 results