{
  "abstract": "We uncover an effective and communicative set of agents working with MadGraph. Agentic installation, learning-by-doing training, and user support provide easy access to state-of-the-art simulations and accelerate LHC research. We show in detail how MadAgents interact with inexperienced and advanced users, support a range of simulation tasks, and analyze the results. In a second step, we illustrate how MadAgents automatize event generation and run an autonomous simulation campaign, starting from a pdf file of a paper. We also present successive MadAgents updates, including a Claude Code implementation with a self-improvement loop.",
  "abstract_shown": true,
  "affiliations": [
    "Heidelberg University"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 3,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Tilman Plehn",
      "orcid": "0000-0001-5660-7790"
    },
    {
      "affs": [
        0
      ],
      "name": "Daniel Schiller",
      "orcid": "0009-0009-6064-4565"
    },
    {
      "affs": [
        0
      ],
      "name": "Nikita Schmal",
      "orcid": "0009-0003-2306-7347"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/68ypzdcbj5kbv.bib",
  "cited_by": 24,
  "doi": "10.21468/scipostphyscodeb.86",
  "fulltext_url": null,
  "id": "68ypzdcbj5kbv",
  "issns": [
    "2949-804X"
  ],
  "landing_url": "https://doi.org/10.21468/scipostphyscodeb.86",
  "language": "en",
  "licence": "CC-BY",
  "licence_label": "CC BY",
  "licence_source": "journal",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "openalex",
      "3106|Particle physics theoretical and experimental studies"
    ]
  ],
  "openalex": "W7126215626",
  "pdf_url": null,
  "pmcid": null,
  "pmid": null,
  "published": "2026-11-05",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/68ypzdcbj5kbv.ris",
  "sources": [
    {
      "first_seen": "2026-11-07T13:20:45Z",
      "native_id": "W7126215626",
      "source": "openalex",
      "url": "https://doi.org/10.21468/scipostphyscodeb.86"
    }
  ],
  "subjects": [
    {
      "field": "physics",
      "origin": "openalex:3106|Particle physics theoretical and experimental studies",
      "subfield": "high-energy"
    }
  ],
  "title": "MadAgents",
  "title_text": "MadAgents",
  "type": "peer-reviewed",
  "updated_at": "2026-11-09T13:21:02Z",
  "url": "https://research.draconitic.com/paper/68ypzdcbj5kbv",
  "venue": "SciPost Physics Codebases",
  "versions": []
}