12 results found Sort:

CliMA
Oceananigans.jl CliMA
195
1.0k
mit
30
🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
gpu julia ocean climate climate-change fluid-dynamics machine-learning data-assimilation
Created 2018-10-13
12,575 commits to main branch, last one a day ago
nansencenter
DAPPER nansencenter
124
360
mit
27
Data Assimilation with Python: a Package for Experimental Research
enkf chaos kalman bayesian-filter particle-filter bayesian-methods kalman-filtering state-estimation data-assimilation
Created 2016-07-04
1,717 commits to master branch, last one about a month ago
MITgcm
MITgcm MITgcm
248
343
mit
38
M.I.T General Circulation Model master code and documentation repository
gfd mitgcm exoplanets climate-science ocean-modelling data-assimilation automatic-differentiation
Created 2018-01-31
19,894 commits to master branch, last one 3 days ago
ZichaoLong
PDE-Net ZichaoLong
104
311
unknown
14
PDE-Net: Learning PDEs from Data
inverse-problems machine-learning data-assimilation data-driven-model numerical-methods applied-mathematics system-identification partial-differential-equations
Created 2018-05-24
2 commits to master branch, last one 5 years ago
PecanProject
pecan PecanProject
239
205
other
36
The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
r pecan plants bayesian forecasting data-science meta-analysis ecosystem-model data-assimilation ecosystem-science cyberinfrastructure national-science-foundation
Created 2012-11-25
23,094 commits to develop branch, last one 4 days ago
NCAR
DART NCAR
145
200
apache-2.0
27
Data Assimilation Research Testbed
data-assimilation
Created 2019-09-17
10,356 commits to main branch, last one 15 days ago
nansencenter
DA-tutorials nansencenter
52
148
mit
9
Tutorials on data assimilation (DA) and the EnKF
enkf chaos bayesian-methods kalman-filtering state-estimation data-assimilation
Created 2019-06-26
511 commits to master branch, last one about a month ago
baggepinnen
LowLevelParticleFilters.jl baggepinnen
15
118
other
5
State estimation, smoothing and parameter estimation using Kalman and particle filters.
gnss controls tracking estimation kalman-filter control-systems particle-filter virtual-sensing state-estimation data-assimilation dynamical-systems bayesian-inference monte-carlo-methods parameter-estimation system-identification extended-kalman-filter sequential-monte-carlo prediction-error-method unscented-kalman-filter guidance-navigation-control
Created 2018-02-17
563 commits to master branch, last one 16 hours ago
CliMA
ClimaAtmos.jl CliMA
19
86
apache-2.0
9
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!
julia climate optimization fluid-dynamics machine-learning data-assimilation
Created 2021-06-17
4,937 commits to main branch, last one a day ago
equinor
flownet equinor
29
66
gpl-3.0
5
FlowNet - Data-Driven Reservoir Predictions
data-driven data-assimilation reduced-order-models reservoir-simulation petroleum-engineering
Created 2020-03-05
193 commits to master branch, last one 2 years ago
francois-rozet
sda francois-rozet
3
45
mit
4
Official implementation of Score-based Data Assimilation
torch diffusion inference score-based fluid-dynamics generative-model data-assimilation
Created 2023-01-27
58 commits to master branch, last one 11 months ago
viluiz
gan viluiz
17
43
mit
2
Generative adversarial networks (GAN) in a reduced-order model (ROM) framework for time series prediction, data assimilation and uncertainty quantification
deep-learning data-assimilation generative-network reduced-order-model time-series-prediction uncertainty-quantification generative-adversarial-network
Created 2020-08-26
42 commits to master branch, last one 22 days ago