https://github.com/clima/oceananigans.jl

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

climate climate-change data-assimilation fluid-dynamics gpu julia machine-learning ocean

Last synced: 14 May 2025

https://github.com/CliMA/Oceananigans.jl

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

climate climate-change data-assimilation fluid-dynamics gpu julia machine-learning ocean

Last synced: 14 Mar 2025

https://github.com/MITgcm/MITgcm

M.I.T General Circulation Model master code and documentation repository

automatic-differentiation climate-science data-assimilation exoplanets gfd mitgcm ocean-modelling

Last synced: 20 Jul 2025

https://github.com/nansencenter/DAPPER

Data Assimilation with Python: a Package for Experimental Research

bayesian-filter bayesian-methods chaos data-assimilation enkf kalman kalman-filtering particle-filter state-estimation

Last synced: 01 May 2025

https://github.com/PecanProject/pecan

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

bayesian cyberinfrastructure data-assimilation data-science ecosystem-model ecosystem-science forecasting meta-analysis national-science-foundation pecan plants r

Last synced: 07 May 2025

https://github.com/ncar/dart

Data Assimilation Research Testbed

data-assimilation

Last synced: 08 Mar 2025

https://github.com/baggepinnen/lowlevelparticlefilters.jl

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

bayesian-inference control-systems controls data-assimilation dynamical-systems estimation extended-kalman-filter gnss guidance-navigation-control kalman-filter monte-carlo-methods parameter-estimation particle-filter prediction-error-method sequential-monte-carlo state-estimation system-identification tracking unscented-kalman-filter virtual-sensing

Last synced: 22 Jun 2025

https://github.com/baggepinnen/LowLevelParticleFilters.jl

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

bayesian-inference control-systems controls data-assimilation dynamical-systems estimation extended-kalman-filter kalman-filter monte-carlo-methods parameter-estimation particle-filter prediction-error-method sequential-monte-carlo state-estimation state-estimation-algorithms state-estimation-filters system-identification unscented-kalman-filter virtual-sensing virtual-sensors

Last synced: 04 May 2025

https://github.com/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!

climate data-assimilation fluid-dynamics julia machine-learning optimization

Last synced: 27 Mar 2025

https://github.com/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!

climate data-assimilation fluid-dynamics julia machine-learning optimization

Last synced: 04 Apr 2025

https://github.com/equinor/flownet

FlowNet - Data-Driven Reservoir Predictions

data-assimilation data-driven petroleum-engineering reduced-order-models reservoir-simulation

Last synced: 21 Jun 2025

https://github.com/francois-rozet/sda

Official implementation of Score-based Data Assimilation

data-assimilation diffusion fluid-dynamics generative-model inference score-based torch

Last synced: 16 Sep 2025

https://github.com/patnr/HistoryMatching

Notebooks on production optimisation and history matching

data-assimilation history-matching optimization pde-constrained-optimization reservoir-characterization

Last synced: 14 Mar 2025

https://github.com/equinor/dass

Data Assimilation in Python for teaching purposes

data-assimilation history-matching

Last synced: 13 Oct 2025

https://github.com/gher-uliege/documentation

GHER documentation

data-assimilation interpolation-methods ocean-modelling ocean-sciences oceanography remote-sensing

Last synced: 26 Aug 2025

https://github.com/baggepinnen/lowlevelparticlefiltersmtk.jl

An interface for state estimation using LowLevelParticleFilters on ModelingToolkit models

acausal-modeling data-assimilation kalman-filter modelingtoolkit particle-filter state-estimation state-observer

Last synced: 02 Jan 2026

https://github.com/jgomezdans/accra_wkshp

Materials for NCEO crop modelling, Earth Observation and DA workshop in Accra

agricultural-modelling crop-model data-assimilation earth-observation ghana lai modis remote-sensing sentinel-2

Last synced: 25 Apr 2025

https://github.com/gher-uliege/oak

Ocean Assimilation Kit

data-assimilation fortran numerical-methods oceanography

Last synced: 18 Oct 2025

https://github.com/jgomezdans/dalec_pf

A data assimilation experiment with the DALEC ecosystem model

bayesian-inference carbon-model dalec data-assimilation ecosystem-modeling particle-filters vegetation-model

Last synced: 25 Apr 2025

https://github.com/dhi/fmdap

Pre- and post-processing for MIKE FM Data Assimilation

data-assimilation dhi mike21 ocean-modelling research

Last synced: 16 Jun 2025

https://github.com/jgomezdans/brdf_descriptors

data-assimilation earth-observation modis remote-sensing

Last synced: 20 Aug 2025

https://github.com/ray-chew/pybella

A Python-based Blended sEamLess soLver for Atmospheric dynamics coupled to an ensemble data assimilation engine

blended-models data-assimilation dynamical-core finite-volume iterative-solvers letkf

Last synced: 18 Sep 2025

https://github.com/gher-uliege/gher-uliege.github.io

GeoHydrodynamics and Environment Research

data-analysis data-assimilation datavisualization interpolation ocean-modelling ocean-sciences oceanography remote-shell

Last synced: 14 Apr 2025

https://github.com/pnavaro/analogdataassimilation.jl

Analog data assimilation with Julia

data-assimilation julia kalman-filter

Last synced: 03 Jul 2025

https://github.com/gher-uliege/liege-colloquium-on-ocean-dynamics

Python tools and latex files for the Colloquium

data-analysis data-assimilation numerical-simulations ocean-modelling oceanography remote-sensing submesoscale turbulence

Last synced: 14 Oct 2025

https://github.com/jbris/time-series-online-data-assimilation-experiments

Experiments for online learning and data assimilation for time series data.

data-assimilation data-assimilation-enkf data-fusion ensemble-kalman-filter extended-kalman-filter extended-kalman-filters kalman-filter online-learning online-learning-algorithms particle-filter particle-filtering particle-filters time-series time-series-analysis time-series-forecasting time-series-prediction unscented-kalman-filter unscented-kalman-filtering

Last synced: 03 Aug 2025

https://github.com/jgomezdans/pangeos_uq

Materials for the PANGEOS Uncertainty Quantification workshop

bayesian-inference biophysical-modeling data-assimilation earth-observation inverse-modelling prosail radiative-transfer-models remote-sensing uncertainty-quantification

Last synced: 25 Apr 2025

https://github.com/computationalphysiology/pulse_adjoint

An adjointable cardiac mechanics data assimilator.

adjoint cardiac data-assimilation dolfin-adjoint fenics mechanics

Last synced: 24 Mar 2025

https://github.com/ray-chew/probabilistic_forecasting_examples

Reproduced the examples and results from the textbook "Probabilistic Forecasting and Bayesian Data Assimilation" in Python

bayesian-optimization data-assimilation probabilistic-forecasting textbook-example

Last synced: 28 Feb 2025

https://github.com/termoshtt/da.rs

Data Assimilation in Rust

bayesian-inference data-assimilation dynamical-systems rust science

Last synced: 25 Feb 2025

https://github.com/mtsokol/epidemic-modelling-workshop

An introduction to sensitivity analysis and 4D-Var data assimilation method in epidemic modelling setting

4d-var data-assimilation seir-model sensitivity-analysis tensorflow

Last synced: 02 Mar 2025

https://github.com/jgomezdans/multiply_mcmc_explore

Exploring biophysical parameter retrievals using a dummy MCMC approach H2020 MULTIPLY

data-assimilation earth-observation inverse-problems landsat remote-sensing sentinel-2 spectroscopy

Last synced: 25 Apr 2025

https://github.com/ray-chew/data_assimilation_examples

Simple data assimilation studies

4d-var burgers-equation data-assimilation examples-python extended-kalman-filter lax-friedrich lorenz-attractor sir-filter

Last synced: 25 Aug 2025