Highlights
- Pro
Stars
Generation of streams and subhalos using direct simulation or perturbation theory. Autodiffable everything, and GPU accelerated.
A multidimensional spline interpolation by Google/JAX
Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/
Interpolation and function approximation with JAX
Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics
Efficient forward- and reverse-mode sparse Jacobians using Jax
Curated list of astronomy/astrophysics code packages using JAX
Tilting Disk Potential used in Nibauer et al. 2023: https://arxiv.org/abs/2312.09233