Portfolio / 08 projects
Research Software
Open source models and analysis tools for atmospheric science, simulation data, and reproducible research.
- 01 / 08
Feilian-3D
A 3D U-Net for predicting wind speed fields, with distributed training, physics-informed loss functions, and support for AMD GPUs on HPC systems.
PythonDeep LearningSlurmHPC Explore project - 02 / 08
sea_breeze
A Python library for identifying sea breeze events in atmospheric model output through diagnostics and object filtering.
PythonMeteorologyClimate Explore project - 03 / 08
FrontDetection
A Python module for detecting weather fronts in xarray datasets, designed for use with gridded atmospheric model output.
PythonxarrayMeteorology Explore project - 04 / 08
Atmosphere-Cookbook
A cookbook of recipes for analysing atmospheric model output, covering common workflows for climate and weather data processing.
PythonClimateTutorial Explore project - 05 / 08
CNN-Atmospheric-Rivers
A convolutional neural network for detecting atmospheric rivers in climate model output.
PythonDeep LearningClimate Explore project - 06 / 08
PyPion
A Python library for reading and analysing two- and three-dimensional PION simulation output.
PythonSimulationAnalysis Explore project - 07 / 08
qibt_rust
A Rust tool for quasi-isentropic back-trajectory analysis using atmospheric data in Zarr and NetCDF formats.
RustAtmosphereTrajectories Explore project - 08 / 08
RuNeVis
A Rust project for analysing and visualising scientific data stored in NetCDF files.
RustNetCDFVisualisation Explore project