Message Passing Neural Networks for Simplicial and Cell Complexes

Repo for the functioning first dataset and version of the FRP RAP RF project

PyTorch implementations of Learning Mesh-based Simulation With Graph Networks

[AAAI 2024] Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes

Techniques for deep learning with satellite & aerial imagery

Simple finite element assemblers

Containerisation of NEMO Employing Singularity

A Coastal Ocean Assessment Tool built as an extendable python framework for nemo models

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

Tensor Network randomized SVD

Experimental CCRS code for RainNET ML project

PyTorch implementation of 'Weight Uncertainty in Neural Networks'

An official implementation of Pangu-Weather

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

Toy petroleum reservoir simulator using TPFA

Tensor Network Python (TeNPy)

Initial public release of code, data, and model weights for FourCastNet

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs and CPUs via OpenCL. Free for non-commercial use.

NumPy & SciPy for GPU

Home for cuQuantum Python & NVIDIA cuQuantum SDK C++ samples

Fourier Neural Operator

MATLAB Circulant Embedding Toolbox

Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence

CUQIpy plug-in for FEniCS PDE modeling

Software/library for simulations of quantum gates