A collection of ensemble square root kalman filters implemented in Python
-
Updated
Jan 4, 2023 - Python
#
dataassimilation
Here are 6 public repositories matching this topic...
Reconstructing Paleoclimate with Data Assimilation in Python (Master thesis)
-
Updated
May 9, 2024 - Jupyter Notebook
Comparative experiments in reservoir computing, nonlinear vector autoregression and data assimilation for chaotic dynamical systems.
machine-learning neural-network machine chaos prediction comparison particle-filter echo-state-networks kalman-filter vectorautoregression dataassimilation 3dvar 4dvar nonlinear-vector-autoregression chaos-prediction
-
Updated
Sep 27, 2022 - Jupyter Notebook
Framework for collecting Smartphone Pressure Observations (SPOs)
-
Updated
Jan 21, 2025 - Swift
This interactive tool lets explore the Lorenz 96 dynamics in a range of configuration that the user can select. The main purpose of this is educational, intending to be a tool for easily explain general concepts of different Data Assimilation techniques using the Lorenz 96 model
-
Updated
Nov 18, 2022 - MATLAB
This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter estimation
-
Updated
Jul 1, 2026
Add this topic to your repo
To associate your repository with the dataassimilation topic, visit your repo's landing page and select "manage topics."