11 results found Sort:

CliMA
Oceananigans.jl CliMA
173
889
mit
26
🌊 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
12,383 commits to main branch, last one 3 days ago
nansencenter
DAPPER nansencenter
119
332
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
1,639 commits to master branch, last one 2 months ago
MITgcm
MITgcm MITgcm
237
318
mit
39
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
19,846 commits to master branch, last one 7 days ago
ZichaoLong
PDE-Net ZichaoLong
105
297
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 4 years ago
PecanProject
pecan PecanProject
228
198
other
38
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
22,402 commits to develop branch, last one a day ago
NCAR
DART NCAR
137
178
apache-2.0
29
Data Assimilation Research Testbed
data-assimilation
Created 2019-09-17
10,109 commits to main branch, last one 15 days ago
nansencenter
DA-tutorials nansencenter
49
129
mit
9
Tutorials on data assimilation (DA) and the EnKF
enkf chaos bayesian-methods kalman-filtering state-estimation data-assimilation
Created 2019-06-26
505 commits to master branch, last one 3 months ago
baggepinnen
LowLevelParticleFilters.jl baggepinnen
15
112
other
5
State estimation, smoothing and parameter estimation using Kalman and particle filters.
controls estimation kalman-filter control-systems particle-filter virtual-sensing virtual-sensors 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 state-estimation-filters state-estimation-algorithms
Created 2018-02-17
438 commits to master branch, last one 2 days ago
CliMA
ClimaAtmos.jl CliMA
12
68
apache-2.0
8
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
4,288 commits to main branch, last one 3 days ago
equinor
flownet equinor
28
61
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
viluiz
gan viluiz
17
42
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
41 commits to master branch, last one 5 months ago