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
Sorting:
- ☆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
- Data Assimilation with Python: a Package for Experimental Research☆396Feb 19, 2026Updated last week
- Tutorials on data assimilation (DA) and the EnKF☆182Dec 5, 2025Updated 2 months ago
- 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
- Repository for the new stand-alone GEN_BE capability for WRFDA.☆15Mar 17, 2022Updated 3 years ago
- Leibniz is a python package which provide facilities to express learnable partial differential equations with PyTorch☆15Sep 13, 2021Updated 4 years ago
- The purpose of this project is to test different data assimilation (DA) algorithms, ensemble, variational and hybrid, on simple Lorenz mo…☆13Jan 23, 2026Updated last month
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Mar 27, 2020Updated 5 years ago
- WRF-SFIRE data acquisitiion, forecasting, data assimilation, and visualization in Python.☆44Feb 19, 2026Updated last week
- This procedure is designed to convert csv data file format into LITTLE_R that WRFDA will ingest☆21Dec 23, 2021Updated 4 years ago
- Another Fortran datetime library☆15Sep 12, 2021Updated 4 years ago
- Data Assimilation Research Testbed☆243Updated this week
- A NWP precipitation bias correction model based on Unet☆19Sep 22, 2022Updated 3 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
- W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆20Jun 23, 2023Updated 2 years ago
- Implementation of Steiner and Smith Radar Quality-control algorithm☆18Jul 8, 2016Updated 9 years ago
- ☆41Oct 21, 2021Updated 4 years ago
- EnKF for Lorenz 96 model☆21Jan 2, 2024Updated 2 years ago
- An application to convert NetCDF files to the Little-R format. The Little-R format is the accepted input format for the WRF data assimila…☆22Jun 13, 2018Updated 7 years ago
- Benchmarking tools for applying AI/ML to data assimilation☆26Jun 6, 2025Updated 8 months ago
- Emissions Processing Tool for WRF-Chem☆27Nov 19, 2023Updated 2 years ago
- NMEFC——台风相似路径系统☆31Mar 4, 2023Updated 2 years ago
- Python scripts during my PhD studies (2020 - 2022)☆26Aug 31, 2023Updated 2 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
- Lorenz 96 model with GAN parameterization of unresolved scale (Y).☆37Feb 12, 2020Updated 6 years ago
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Jan 6, 2022Updated 4 years ago
- 一个通用的确定性预报准确率测评工具包☆32Feb 1, 2026Updated last month
- Repository for Python implementation of fast Barnes interpolation algorithms.☆35Dec 10, 2024Updated last year
- Meteorological routines☆81Jan 3, 2024Updated 2 years ago
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆77Nov 29, 2020Updated 5 years ago
- Parse and read ctl and associated binary file commonly used by GrADS into xarray☆78Jan 22, 2026Updated last month
- 《用C语言开发的气象常用参数和物理量计算函数库》原文代码以及Python封装☆34Feb 8, 2020Updated 6 years ago
- Complex helicopter model based on the General Helicopter (GenHel) flight dynamics simulation model. This model is representative of a uti…☆13Jan 3, 2022Updated 4 years ago
- An ArcGIS toolbox for identifying nested depressions in digital elevation models (DEMs)☆15Jul 13, 2019Updated 6 years ago
- Quickstart template to build real-time voice AI solutions using the LiveKit Agent framework with WebRTC, open-source and local or 3rd par…☆17Dec 22, 2025Updated 2 months ago
- ☆39Sep 1, 2021Updated 4 years ago
- Parallel Data Assimilation Framework (this is the release repository, thus expect only updates when we prepare a new release)☆43Sep 1, 2025Updated 6 months ago