# Papers and talks, citations

## Papers

   * [Awkward Arrays in Python, C++, and Numba](https://doi.org/10.1051/epjconf/202024505023) (published in EPJ Web of Conferences; [arXiv](https://arxiv.org/abs/2001.06307)) on July 2, 2020.
   * [AwkwardForth: accelerating Uproot with an internal DSL](https://doi.org/10.1051/epjconf/202125103002) (published in EPJ Web of Conferences; [arXiv](https://arxiv.org/abs/2102.13516) on February 24, 2021.
   * [An array-oriented Python interface for FastJet](https://doi.org/10.48550/arXiv.2202.03911) (to be published in ACAT 2021 proceedings; [arXiv](https://arxiv.org/abs/2202.03911)) on February 8, 2022.

## Talks

   * [StrangeLoop talk](https://youtu.be/2NxWpU7NArk) (video) on September 14, 2019.
   * [PyHEP talk](https://indico.cern.ch/event/833895/contributions/3577882) on October 17, 2019.
   * [CHEP talk](https://indico.cern.ch/event/773049/contributions/3473258) on November 7, 2019.
   * [Summary poster](https://github.com/jpivarski/2020-02-27-irishep-poster/blob/master/pivarski-irishep-poster.pdf) on February 27, 2020.
   * [Presentation at SciPy 2020](https://youtu.be/WlnUF3LRBj4) (video) on July 5, 2020.
   * [Lessons learned in Python-C++ integration](https://indico.cern.ch/event/855454/contributions/4605044/) ([video](https://videos.cern.ch/record/2295164) and [slides](https://indico.cern.ch/event/855454/contributions/4605044/attachments/2349193/4006676/main.pdf)) on December 1, 2021. This talk describes the motivation for Awkward version 2.0.
   * [Awkward Array updates](https://indico.cern.ch/event/1140031/) on April 6, 2022. A demonstration and overview of Awkward version 2.0.
   * [Summary poster](https://github.com/jpivarski-talks/2022-07-25-cssi-meeting-poster/blob/main/pivarski-awkward-cssi-poster.pdf) on July 5, 2022.

## Tutorials

(In addition to the ones in {doc}`community-tutorials`.)

   * [Demo for Electron Ion Collider users](https://github.com/jpivarski/2020-04-08-eic-jlab#readme) ([video](https://www.youtube.com/watch?v=FoxNS6nlbD0)) on April 8, 2020.
   * [Tutorial at PyHEP 2020](https://youtu.be/ea-zYLQBS4U) (video with [interactive notebook on Binder](https://mybinder.org/v2/gh/jpivarski/2020-07-13-pyhep2020-tutorial.git/1.1?urlpath=lab/tree/tutorial.ipynb)) on July 13, 2020.
   * [Tutorial at PyHEP 2021](https://youtu.be/5aWAxvdrszw?t=9189) (video with [interactive notebook on Binder](https://mybinder.org/v2/gh/jpivarski-talks/2021-07-06-pyhep-uproot-awkward-tutorial/v1.2?urlpath=lab/tree/uproot-awkward-tutorial.ipynb) on July 6, 2021.
   * [Tutorial for STAR collaboration meeting](https://youtu.be/NnU_zp5s1MY) on September 13, 2021 (video with [notebooks on GitHub](https://github.com/jpivarski-talks/2021-09-13-star-uproot-awkward-tutorial#readme)). This is the first tutorial with extensive exercises to test your understanding.

## Citations

To cite Awkward Array, please use [![](https://zenodo.org/badge/DOI/10.5281/zenodo.4341376.svg)](https://doi.org/10.5281/zenodo.4341376)

```bibtex
@software{Pivarski_Awkward_Array_2018,
author = {Pivarski, Jim and Osborne, Ianna and Ifrim, Ioana and Schreiner, Henry and Hollands, Angus and Biswas, Anish and Das, Pratyush and Roy Choudhury, Santam and Smith, Nicholas and Goyal, Manasvi},
doi = {10.5281/zenodo.4341376},
month = {10},
title = {{Awkward Array}},
year = {2018}
}
```