MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19
☆44Jan 7, 2021Updated 5 years ago
Alternatives and similar repositories for Data_Assimilation
Users that are interested in Data_Assimilation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tutorials on data assimilation (DA) and the EnKF☆185Dec 5, 2025Updated 3 months ago
- Data Assimilation with Python: a Package for Experimental Research☆398Feb 19, 2026Updated last month
- Leaning Proper Orthogonal Decomposition coefficients using Deep Neural Networks.☆10Dec 4, 2019Updated 6 years ago
- Python code for data assimilation methods☆54Feb 7, 2023Updated 3 years ago
- ☆32Oct 4, 2020Updated 5 years ago
- A collection of Python scripts for running WRF with the DART data assimilation system☆31Apr 25, 2023Updated 2 years ago
- ☆10Aug 9, 2022Updated 3 years ago
- Benchmarking tools for applying AI/ML to data assimilation☆26Jun 6, 2025Updated 9 months ago
- A general conversion utility for MPAS-Atmosphere output files☆19Jul 3, 2024Updated last year
- Data Assimilation Research Testbed☆245Updated this week
- ☆62Jan 9, 2024Updated 2 years ago
- Toolbox to use NNs in fortran☆12Dec 2, 2025Updated 3 months ago
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Mar 27, 2020Updated 5 years ago
- Repository for the new stand-alone GEN_BE capability for WRFDA.☆15Mar 17, 2022Updated 4 years ago
- This repository holds codes from the book Computational Nuclear Engineering and Radiological Science with Python☆16Jul 9, 2020Updated 5 years ago
- Another Fortran datetime library☆15Sep 12, 2021Updated 4 years ago
- ☆41Oct 21, 2021Updated 4 years ago
- EnKF for Lorenz 96 model☆21Jan 2, 2024Updated 2 years ago
- A NWP precipitation bias correction model based on Unet☆19Sep 22, 2022Updated 3 years ago
- ☆10Jan 24, 2021Updated 5 years ago
- NMC集合预报工具箱数据后处理程序以及前端界面程序.☆21Mar 26, 2025Updated 11 months ago
- This repository is a guided tutorial on Pseudo-Spectral method that in long run can help as a basis for study material on Direct Numerica…☆12Sep 23, 2021Updated 4 years ago
- Project Pythia cookbook for Kerchunk☆19Feb 24, 2026Updated last month
- Implementation of Steiner and Smith Radar Quality-control algorithm☆18Jul 8, 2016Updated 9 years ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆38Jul 4, 2015Updated 10 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆161Apr 24, 2020Updated 5 years ago
- W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆20Jun 23, 2023Updated 2 years ago
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆77Nov 29, 2020Updated 5 years ago
- This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter est…☆54Apr 17, 2025Updated 11 months ago
- The 4DVar data assimilation technique implemented with the Lorenz '63 model☆11Dec 12, 2017Updated 8 years ago
- This procedure is designed to convert csv data file format into LITTLE_R that WRFDA will ingest☆21Dec 23, 2021Updated 4 years ago
- Lorenz 96 model with GAN parameterization of unresolved scale (Y).☆37Feb 12, 2020Updated 6 years ago
- A collection of ensemble square root kalman filters implemented in Python☆16Jan 4, 2023Updated 3 years ago
- VTK用户使用指南中文文档翻译，第11版☆11Mar 23, 2019Updated 7 years ago
- ERDDAP Client for python☆13Aug 26, 2023Updated 2 years ago
- Analysis scripts used for Campbell et al. (2019), "Antarctic offshore polynyas linked to Southern Hemisphere climate anomalies", Nature, …☆14Dec 31, 2024Updated last year
- ☆17Jan 10, 2024Updated 2 years ago
- CMake build configuration for JEDI-MPAS application☆16Apr 1, 2025Updated 11 months ago
- VTK based C++ graphics library for plotting and for data on rectilinear and unstructured grids with an flexible and easy to use API.☆12Sep 5, 2020Updated 5 years ago