Data Assimilation: The Ensemble Kalman Filter

Demonstration of grid-enabled ensemble Kalman Filter data assimilation methodology for reservoir characterization

Proceedings of the 15th ACM Mardi Gras conference: From lightweight mash-ups to lambda grids: Understanding the spectrum of distributed computing requirements, applications, tools, infrastructures, interoperability, and the incremental adoption of key capabilities

A generalized polynomial chaos based ensemble Kalman filter with high accuracy

Journal of Computational Physics

Developing autonomic distributed scientific applications: a case study from history matching using ensemblekalman-filters

GMAC '09 Proceedings of the 6th international conference industry session on Grids meets autonomic computing

Neural network method to solve inverse problems for canopy radiative transfer models

Cybernetics and Systems Analysis

Tomographic imaging of dynamic objects with the ensemble Kalman filter

IEEE Transactions on Image Processing

Lagrangian sensing: traffic estimation with mobile devices

ACC'09 Proceedings of the 2009 conference on American Control Conference

Modelling data-driven CO2 sequestration using distributed HPC cyberinfrastructure

Proceedings of the 2010 TeraGrid Conference

Self-adaptive architectures for autonomic computational science

SOAR'09 Proceedings of the First international conference on Self-organizing architectures

An adaptive fine-grained performance modeling approach for internetware

Proceedings of the Second Asia-Pacific Symposium on Internetware

Convex Formulations of Data Assimilation Problems for a Class of Hamilton-Jacobi Equations

SIAM Journal on Control and Optimization

Reparameterization for statistical state estimation applied to differential equations

Journal of Computational Physics

Position Paper: A general framework for Dynamic Emulation Modelling in environmental problems

Environmental Modelling & Software

Sequential Monte Carlo methods for parameter estimation in nonlinear state-space models

Computers & Geosciences

Performance study on CUDA GPUs for parallelizing the local ensemble transformed Kalman filter algorithm

Concurrency and Computation: Practice & Experience

A combined Moving Horizon and Direct Virtual Sensor approach for constrained nonlinear estimation

Automatica (Journal of IFAC)

Satellite data assimilation and estimation of a 3D coastal sediment transport model using error-subspace emulators

Environmental Modelling & Software

Real-time data assimilation

Proceedings of the Winter Simulation Conference

Ensemble smoother with multiple data assimilation

Computers & Geosciences

Resampling the ensemble Kalman filter

Computers & Geosciences

History matching of petroleum reservoir models by the Ensemble Kalman Filter and parameterization methods

Computers & Geosciences

An adaptive ANOVA-based PCKF for high-dimensional nonlinear inverse modeling

Journal of Computational Physics