active-phase-mapping

Code for active phase mapping. Paper can be found here: https://arxiv.org/abs/2402.15582

Setup notes

Currently uses jax and gpjax, which relies on an updated version of python:

conda create --name apm python=3.10
conda activate apm
conda install -y scipy
pip install jax jaxlib
pip install gpjax

Code notes

The active learning algorithms are in the active_learning directory. All data generated in the performance testing can be found in the performance_test directory.