ADCIRC Model Repository

ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs

Python package 'dgpsi' for deep and linked Gaussian process emulations

Statistical climate downscaling in Python

Hybrid ML + physics model of the Earth's atmosphere

Run M Files from Python - GNU Octave to Python bridge

Schedule-Free Optimization in PyTorch

Computing on Topological Domains

submit jobs to slurm with quick-and-dirty python

Code for the paper: 'Stochastic Latent Transformer: Efficient Modelling of Stochastically Forced Zonal Jets'

Mamba SSM architecture

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

The ADCIRC Surge Guidance System (ASGS) provides software infrastructure for automating ADCIRC for real time or operational deployments, as well as a variety of tools for pre- and post-processing A…

🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)

Repo for Taylorformer: Probabilistic Predictions for Time Series and other Processes

Code repository for paper "Rapid Spatio-Temporal Flood Modelling via Hydraulics-Based Graph Neural Networks"

Xarray-styled package for reading and directly operating on unstructured grid datasets following UGRID conventions

A Graph Neural Network Library in Jax

Build Graph Nets in Tensorflow

An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.

A LaTeX / XeLaTeX / LuaLaTeX PhD thesis template for Cambridge University Engineering Department (CUED)

Efficiently computes derivatives of numpy code.

An official implementation of Pangu-Weather

HuMPI is the python code for the Hurricane Maximum Potential Intensity model

Full scripts to generate figures for "Defining Southern Ocean fronts using unsupervised classification" https://doi.org/10.5194/os-17-1545-2021

A benchmark for the next generation of data-driven global weather models.

Latex code for making neural networks diagrams