Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/ComputationalPhysiology/pulse_adjoint
An adjointable cardiac mechanics data assimilator.
adjoint cardiac data-assimilation dolfin-adjoint fenics mechanics
Last synced: 21 Jun 2024
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: 20 Jun 2024
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: 01 Jun 2024
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: 21 May 2024
https://github.com/patnr/HistoryMatching
Notebooks on production optimisation and history matching
data-assimilation history-matching optimization pde-constrained-optimization reservoir-characterization
Last synced: 15 May 2024
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: 11 May 2024
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: 09 May 2024
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: 09 May 2024
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: 08 May 2024
