A differentiable astrophysics simulator in JAX
Project description
adirondax
A differentiable astrophysics simulator in JAX
Author: Philip Mocz (@pmocz)
⚠️ Adirondax is currently being built and is not yet ready for use. Check back later ⚠️
Adirondax is a high-performance scientific research software for conducting astrophysical and cosmological simulations. Being differentiable, Adirondax can seamlessly integrate with pipelines for inverse-problems, inference, optimization, and coupling to ML models. Adirondax is scalable on multiple GPUs.
Adirondax has a simpler companion project dedicated to Fuzzy Dark Matter simulations: Jaxion
Install Adirondax
Install with
pip install adirondax
See the docs for more info on how to build from source.
Examples
Check out the examples/ directory for demonstrations of using Adirondax.
Links
- Code repository on GitHub (this page).
- Documentation for up-to-date information about installing and using Adirondax.
- asv benchmarks to view code timing and memory benchmarks (for Developers).
Cite this repository
If you use this software, please cite it as below.
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