data-assimilation
There are 107 repositories under data-assimilation topic.
CliMA/Oceananigans.jl
🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
nansencenter/DAPPER
Data Assimilation with Python: a Package for Experimental Research
MITgcm/MITgcm
M.I.T General Circulation Model master code and documentation repository
ZichaoLong/PDE-Net
PDE-Net: Learning PDEs from Data
PecanProject/pecan
The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
NCAR/DART
Data Assimilation Research Testbed
nansencenter/DA-tutorials
Tutorials on data assimilation (DA) and the EnKF
baggepinnen/LowLevelParticleFilters.jl
State estimation, smoothing and parameter estimation using Kalman and particle filters.
CliMA/ClimaAtmos.jl
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!
equinor/flownet
FlowNet - Data-Driven Reservoir Predictions
viluiz/gan
Generative adversarial networks (GAN) in a reduced-order model (ROM) framework for time series prediction, data assimilation and uncertainty quantification
francois-rozet/sda
Official implementation of Score-based Data Assimilation
sakov/enkf-c
EnKF code for DA with large-scale layered geophysical models.
UMD-AOSC/DA_Tutorial
This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).
patnr/HistoryMatching
Notebooks on production optimisation and history matching
Urban-Analytics/dust
Data Assimilation for Agent-Based Models - A research project at the University of Leeds, funded by the European Research Council
geirev/EnKF_seir
EnKF_seir
JonKing93/DASH
A package for paleoclimate data assimilation workflow.
PDAF/PDAF
Parallel Data Assimilation Framework
cd10kfsu/F90GIO
general I/O interface for NetCDF, HDF4, HDF5 of fortran90 language
ChakoChen/Data-Assimilation-for-Ocean-Current-Forecasts
Postdoctoral project on construction of an EnOI (Ensemble Optimal Interpolation) data assimilation model for ocean current forecasts
equinor/dass
Data Assimilation in Python for teaching purposes
OGGM/AGILE
AGILE: Open Global Glacier Data Assimilation Framework
brankart/ensdam
Ensemble Data Assimilation Modules
ComputationalScienceLaboratory/ODE-Test-Problems
A MATLAB suite of initial value problems
fzhu2e/LMRt
LMR Turbo, a lightweight implementation of the LMR framework
ERMETE-Lab/ROSE-ROM4FOAM
Techniques of Reduced Order Modelling for Data Assimilation using OpenFOAM-6.
gher-uliege/Documentation
GHER documentation
map-filters/stochasticMaps
Couplings for nonlinear ensemble filtering
UCL-EO/Workshop2022
Using Earth observation for Crop Monitoring (iEOCM) Workshop
mleprovost/LowRankVortex.jl
A companion repository to "A low-rank ensemble Kalman filter for elliptic observations" by Le Provost et al. (2022)
StevePny/DataAssimBench
Benchmarking tools for applying AI/ML to data assimilation
yumengch/pyPDAF
A Python interface to parallel data assimilation framework - pyPDAF
acse-ww721/DA_ML_ERA5_ASOS_Weather_Forecasting_UK
This repository is the reproducible code of the paper Data Assimilation using ERA5, ASOS, and the U-STN model for Weather Forecasting over the UK. This paper has been accepted in the NeurIPS 2023 Workshop: Tackling Climate Change with Machine Learning.
jgomezdans/accra_wkshp
Materials for NCEO crop modelling, Earth Observation and DA workshop in Accra
travissluka/UMD-LETKF
Universal Multi-Domain Local Ensemble Transform Kalman Filter