M.I.T General Circulation Model master code and documentation repository
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Updated
Jun 6, 2024 - Fortran
M.I.T General Circulation Model master code and documentation repository
The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
Data Assimilation with Python: a Package for Experimental Research
PDE-Net: Learning PDEs from Data
Tutorials on data assimilation (DA) and the EnKF
FlowNet - Data-Driven Reservoir Predictions
EnKF code for DA with large-scale layered geophysical models.
Generative adversarial networks (GAN) in a reduced-order model (ROM) framework for time series prediction, data assimilation and uncertainty quantification
State estimation, smoothing and parameter estimation using Kalman and particle filters.
Universal Multi-Domain Local Ensemble Transform Kalman Filter
This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).
Notebooks on production optimisation and history matching
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!
Data Assimilation in Python for teaching purposes
Postdoctoral project on construction of an EnOI (Ensemble Optimal Interpolation) data assimilation model for ocean current forecasts
A package for paleoclimate data assimilation workflow.
Using Earth observation for Crop Monitoring (iEOCM) Workshop
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