TrixiParticles.jl: Particle-based multiphysics simulations in Julia

A Julia package for computational (bio)mechanics and computational design

Visualisation for 4D Volumes (Space + Time) written in WebGPU and Rust

Efficient Differentiable n-d PDE solvers in JAX.

[Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled Training; Rollout Metrics)

A modular framework for neural networks with Euclidean symmetry

cuEquivariance is a math library that is a collective of low-level primitives and tensor ops to accelerate widely-used models, like DiffDock, MACE, Allegro and NEQUIP, based on equivariant neural n…

Some tools for working with threads in Julia

Named dimensions and indexing for julia arrays and other data

TORAX: Tokamak transport simulation in JAX

Matrix-free linear algebra in JAX.

Hybrid ML + physics model of the Earth's atmosphere

Run Runic.jl code formatter on GitHub Actions

Fast analytic raytracing around Kerr black holes

Distributed Julia arrays using the MPI protocol

Fast Fourier transforms of MPI-distributed Julia arrays

Paper list for equivariant neural network

Implementing the Gershgorin circle theorem

Optimize Julia Functions With MLIR and XLA for High-Performance Execution on CPU, GPU, TPU and more.

Vite & Vue powered static site generator.

Splitting collections into chunks

CWI UQ semester programme repo

Cross-architecture parallel algorithms for Julia's CPU and GPU backends. Targets multithreaded CPUs, and GPUs via Intel oneAPI, AMD ROCm, Apple Metal, Nvidia CUDA.

HPC setup for juliaup, julia and HPC key packages requiring system libraries

Up or down? Maybe both?

A posit arithmetic emulator.

Information between bits and bytes.

Weight Initialization Schemes for Deep Learning Frameworks