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

Data Assimilation with Python: a Package for Experimental Research

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

PDE-Net: Learning PDEs from Data

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

Data Assimilation Research Testbed

Tutorials on data assimilation (DA) and the EnKF

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

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!

FlowNet - Data-Driven Reservoir Predictions

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

EnKF code for DA with large-scale layered geophysical models.

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

Official implementation of Score-based Data Assimilation

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

Notebooks on production optimisation and history matching

EnKF_seir

A package for paleoclimate data assimilation workflow.

Parallel Data Assimilation Framework

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