GitHub topics: ensemble-kalman-filter
PDAF/PDAF
Parallel Data Assimilation Framework
Language: Fortran - Size: 7.01 MB - Last synced at: 9 days ago - Pushed at: 5 months ago - Stars: 25 - Forks: 12
Alexander-Barth/DataAssim.jl
Implementation of various ensemble Kalman Filter data assimilation methods in Julia
Language: Julia - Size: 1.56 MB - Last synced at: 14 days ago - Pushed at: 2 months ago - Stars: 62 - Forks: 14
clementetienam/Reservoir-History-Matching
Codes associated with PhD thesis titled "Structural and Shape construction using inverse problems and machine earning techniques"
Language: MATLAB - Size: 85.9 MB - Last synced at: 7 days ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0
JonKing93/DASH
A package for paleoclimate data assimilation workflow.
Language: MATLAB - Size: 39.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 23 - Forks: 9
bzapatanor/1D_simulation_of_land_subsidence_with_EnKF
This repository forms part of the "1D simulation of land subsidence with ensemble Kalman filter" presented in Zapata-Norberto et al., 2024.
Language: Fortran - Size: 6.68 MB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
HolgerBovbjerg/P8-Accelerated_EnDP
This repository contains material developed as part of a signal processing master project at Aalborg University. The project focuses on accelerating Ensemble Density Propagation for training deep neural networks.
Language: Python - Size: 14.8 MB - Last synced at: 11 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
alperyeg/enkf-dnn-lod2020
Software Repository accompanying the paper "Ensemble Kalman Filter optimizing Deep NeuralNetworks: An alternative approach to non-performing Gradient Descent"
Language: Python - Size: 180 KB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 9 - Forks: 4
JBris/time-series-online-data-assimilation-experiments
Experiments for online learning and data assimilation for time series data.
Language: Jupyter Notebook - Size: 24.9 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0
feelpp/verdandi
Generic data assimilation library
Language: C++ - Size: 1.89 MB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1
Jiajun-Bao/EnKF-with-Resampling
Code associated with the paper "Ensemble Kalman Filters with Resampling"
Language: Jupyter Notebook - Size: 123 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
yvesantonio/Data_Assimilation
Advanced Data Assimilation Algorithms and Methods
Language: MATLAB - Size: 1.04 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1
antoineperrot/spherical-advection
This repo is work done for fun on trying to apply the parametric Kalman Filter (Pannekoucke et al. 2016) on the sphere for a transport equation.
Language: Jupyter Notebook - Size: 45.9 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
CA-JunPark/KalmanFilters
5 types of Kalman Filters and examples.
Language: Python - Size: 1020 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
geirev/EnKF_analysis
EnKF analysis routines in Fortran 90. Stochastich and SQRT formulations with subspace inversion.
Language: Fortran - Size: 2.38 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 19
rsasaki0109/ensemble_kalman_filter
Python sample code of robot localization with ensemble kalman filter and landmarks
Language: Python - Size: 1.35 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 21 - Forks: 6
