Code and dataset for publication "Laser Wakefield Accelerator modelling with Variational Neural Networks"

Data and code for reproducing figures in published work.

High Power Laser Science and Engineering

https://doi.org/10.1017/hpl.2022.47

Code used various python packages including tensorflow.

Conda environment was created with (on 6th Jan 2022)
conda create --name tf tensorflow notebook tensorflow-probability pandas tqdm scikit-learn matplotlib seaborn protobuf opencv scipy scikit-image scikit-optimize Pillow PyAbel libclang flatbuffers gast --channel conda-forge