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

Name: Code and dataset for publication "Laser Wakefield Accelerator modelling with Variational Neural Networks"
Creator: Streeter, M. J. V.

Research datakeyboard_double_arrow_right Dataset 06 Jan 2023Publisher:Zenodo

Authors: Streeter, M. J. V.;

doi: 10.5281/zenodo.7510351 , 10.5281/zenodo.7510352

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

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Abstract

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

Related Organizations

Queen's University Belfast
United Kingdom

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