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The archived Living Review

The original HEP–ML Living Review is preserved in its final state as a static archive. It remains a useful bibliographic record of the HEP–ML literature until 1 June 2026.

What it is

A near-comprehensive list of machine-learning applications in particle physics, covering 2014 until 1 June 2026. Categories follow the taxonomy of the original Review.

When to use it

The archived Review is the right resource when you need:

  • A historical record of HEP–ML publications until 1 June 2026
  • A starting point for systematic bibliometric analysis
  • Coverage of papers that pre-date the Living Guide

It is not the right resource for:

  • Orientation in a current subfield — use the relevant section of the Guide instead
  • Up-to-date pointers — the Review is frozen
  • Curated reading lists — the Review is comprehensive, not selective

How to access it

How to cite it

The archived Review remains citable. Cite the original arXiv paper for the methodology and overview, and the Zenodo record for the specific archived snapshot — the latter is what pins the literature coverage to 1 June 2026, so it is the right reference if the exact contents matter.

@misc{krause_2026_21626667,
  author       = {Krause, Claudius and Winterhalder, Ramon and Feickert, Matthew
                  and Nachman, Benjamin and Raine, John and {HEP-ML Community}},
  title        = {{A Living Review of Machine Learning for Particle Physics}},
  month        = {6},
  year         = {2026},
  publisher    = {Zenodo},
  version      = {v2026.06.01},
  doi          = {10.5281/zenodo.21626667},
  url          = {https://zenodo.org/records/21626667}
}