🌊 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

Data Assimilation Research Testbed

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

Tutorials on data assimilation (DA) and the EnKF

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

GPU-capable global atmosphere model of the CliMA Earth System Model, designed for calibration with data assimilation and machine learning

Derivative-free parameter calibration and uncertainty quantification for expensive models using ensemble Kalman methods

Official implementation of Score-based Data Assimilation

FlowNet - Data-Driven Reservoir Predictions

Parallel Data Assimilation Framework (this is the release repository, thus expect only updates when we prepare a new release)

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.

Centralized parameter and physical-constant management for the CliMA Earth system modeling ecosystem

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

A package for paleoclimate data assimilation workflow.

Benchmarking tools for applying AI/ML to data assimilation

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