data-assimilation

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

M.I.T General Circulation Model master code and documentation repository

Data Assimilation with Python: a Package for Experimental Research

PDE-Net: Learning PDEs from Data

The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.

Course on data assimilation (DA)

State estimation, smoothing and parameter estimation using Kalman and particle filters.

FlowNet - Data-Driven Reservoir Predictions

ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools. We welcome contributions!

Generative adversarial networks (GAN) in a reduced-order model (ROM) framework for time series prediction, data assimilation and uncertainty quantification

This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).

EnKF_seir

Data Assimilation for Agent-Based Models - A research project at the University of Leeds, funded by the European Research Council

A package for paleoclimate data assimilation workflow.

Postdoctoral project on construction of an EnOI (Ensemble Optimal Interpolation) data assimilation model for ocean current forecasts

GHER documentation

A MATLAB suite of initial value problems

A companion repository to "A low-rank ensemble Kalman filter for elliptic observations" by Le Provost et al. (2022)

DO NOT USE: old sync from subversion repository of Open data assimilation toolbox

Universal Multi-Domain Local Ensemble Transform Kalman Filter