{"id":13574620,"url":"https://github.com/luca-fiorito-11/sandy","last_synced_at":"2025-04-04T15:31:32.020Z","repository":{"id":28236438,"uuid":"117693013","full_name":"luca-fiorito-11/sandy","owner":"luca-fiorito-11","description":"Sampling nuclear data and 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Data"],"sub_categories":["Related Tools"],"readme":"\u003cp align=\"center\"\u003e\n  \u003cimg src=\"./badges/python.svg\" alt=\"Python version\"\u003e\n  \u003ca href=\"https://travis-ci.org/luca-fiorito-11/sandy\"\u003e\n    \u003cimg src=\"https://travis-ci.org/luca-fiorito-11/sandy.svg?branch=master\" alt=\"Build status\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://opensource.org/licenses/MIT\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/License-MIT-yellow.svg\" alt=\"License: MIT\"\u003e\n  \u003c/a\u003e\n  \u003c!---\n  \u003ca href=\"http://hits.dwyl.io/luca-fiorito-11/sandy\"\u003e\n    \u003cimg src=\"http://hits.dwyl.io/luca-fiorito-11/sandy.svg\" alt=\"HitCount\"\u003e\n  \u003c/a\u003e\n--\u003e\n  \u003ca href=\"https://coveralls.io/github/luca-fiorito-11/sandy\"\u003e\n    \u003cimg src=\"https://coveralls.io/repos/github/luca-fiorito-11/sandy/badge.svg\" alt=\"Coverage Status\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n\n\u003ch1 align=\"center\" style=\"font-family:simplifica\"\u003eSANDY\u003c/h1\u003e\n\n\n\u003ch5 align=\"center\"\u003eSampling tool for nuclear data\u003c/h5\u003e\n\n\u003cbr\u003e\n \n\nSANDY is a python package that can read, write and perform a set of operations on nuclear data files in\n[ENDF-6 format](https://www.oecd-nea.org/dbdata/data/manual-endf/endf102.pdf).\n\n### Stochastic sampling of nuclear data \nThe primary objective of the code, as it was originally conceived, is to produce *perturbed files* containing sampled parameters \nthat represent the information stored in the evaluated nuclear data covariances.\nSuch files can be ultimately used to propagate uncertainties through any given compatible system using a brute force technique.\n\nCurrently, SANDY can draw samples for:\n - cross sections;\n - angular distrbutions of outgoing particles;\n - energy distrbutions of outgoing particles;\n - fission neutron multiplicities;\n - fission yields.\n\n### API for ENDF-6 files\nThe recent development on SANDY extended the original goal and focused on providing a simple interface for nuclear data files in ENDF-6 format.\nNuclear data such as cross sections, fission yields, radioactive decay constants and so on can be imported into tabulated dataframes (making extensive use of `pandas`) for further post-processing, analysis, plotting, ...\n\nExamples are available [here](https://luca-fiorito-11.github.io/sandy_notebooks/).\n \n ***\n\n## :wrench: Installation\n\nSANDY can be installed both on Linux (recommended) or Windows (using Anaconda).\nThe installation instructions are available [here](https://github.com/luca-fiorito-11/sandy/blob/develop/INSTALL.md).\n\n\u003cbr\u003e\n\n## :hourglass: Development history and releases\n\nThe [latest](https://github.com/luca-fiorito-11/sandy/releases/latest) and older releases of SANDY are available [here](https://github.com/luca-fiorito-11/sandy/releases). \n\n\u003cbr\u003e\n\n## :notebook_with_decorative_cover: Documentation\n\nThe official SANDY documentation can be found [here](https://luca-fiorito-11.github.io/sandy-docs/index.html).\n\n\u003cbr\u003e\n\n## :video_game: Jupyter notebooks\n\n[Here](https://luca-fiorito-11.github.io/sandy_notebooks/) you can find some cool [Jupyter notebooks](https://jupyter.org/) that kind of give an idea of what one can do with SANDY. \n\n\u003cbr\u003e\n\n## :telephone_receiver: Contacts\n\n* [**Luca Fiorito**](https://github.com/luca-fiorito-11) - lucafiorito.11@gmail.com\n\n\u003cbr\u003e\n\n## :bookmark: Acknowledgments\n\nSANDY was conceived and developed as a part of the PhD thesis on *Nuclear data uncertainty propagation and uncertainty quantification in nuclear codes* in the framework of a collaboration between [SCK CEN](https://www.sckcen.be) and [ULB](http://www.ulb.ac.be).\n\n\u003cbr\u003e\n\n## :clipboard: Reference\n\nAmong the publications about SANDY, please use the following as references for citation.\n\n - L. Fiorito, J. Dyrda and M. Fleming, [*JEFF-3.3 covariance application to ICSBEP using SANDY and NDAST*](https://doi.org/10.1051/epjconf/201921107003), EPJ Web of Conferences 211, 07003 (2019)\n\n - L. Fiorito, G. Žerovnik, A. Stankovskiy, G. Van den Eynde, P.E. Labeau, [*Nuclear data uncertainty propagation to integral responses using SANDY*](http://www.sciencedirect.com/science/article/pii/S0306454916305278), Annals of Nuclear Energy, Volume 101, 2017, Pages 359-366, ISSN 0306-4549.\n\n\u003cbr\u003e\n\n## :earth_africa: Publications\n\n[Here](https://www.webofscience.com/wos/alldb/summary/4fbd3df7-2148-4510-b95c-91ac22b111b6-6bbbab39/date-descending/1) is a (incomplete) list of scientific studies citing SANDY.\n\n\u003e If some info are not correct or missing, please let us know!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fluca-fiorito-11%2Fsandy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fluca-fiorito-11%2Fsandy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fluca-fiorito-11%2Fsandy/lists"}