{
  "id": 55913,
  "title": "Higgs Search by Neural Networks at LHC (pre deep learning)",
  "url": "/competitions/trackml-particle-identification/discussion/55913",
  "author_name": "",
  "post_date": "2018-05-03T04:16:01.086053600Z",
  "votes": null,
  "comment_count": 3,
  "views": 0,
  "content": "<p>Sharing here some early literature (pre deep learning era) of researchers applying neural networks towards the search for the Higgs Boson at the Large Hadron Collider. </p>\n\n<p><a href=\"https://arxiv.org/abs/hep-ph/9401343\">Higgs Search by Neural Networks at LHC</a></p>\n\n<p><a href=\"https://arxiv.org/abs/hep-ex/9705020\">Role of Neural Networks in the Search of the Higgs Boson at LHC</a></p>",
  "messages": [
    {
      "id": "322488",
      "postDate": "05/03/2018 04:16:01",
      "content": "<p>Sharing here some early literature (pre deep learning era) of researchers applying neural networks towards the search for the Higgs Boson at the Large Hadron Collider. </p>\n\n<p><a href=\"https://arxiv.org/abs/hep-ph/9401343\">Higgs Search by Neural Networks at LHC</a></p>\n\n<p><a href=\"https://arxiv.org/abs/hep-ex/9705020\">Role of Neural Networks in the Search of the Higgs Boson at LHC</a></p>",
      "rawMarkdown": "Sharing here some early literature (pre deep learning era) of researchers applying neural networks towards the search for the Higgs Boson at the Large Hadron Collider. \n\n[Higgs Search by Neural Networks at LHC][1]\n\n[Role of Neural Networks in the Search of the Higgs Boson at LHC][2]\n\n  [1]: https://arxiv.org/abs/hep-ph/9401343\n  [2]: https://arxiv.org/abs/hep-ex/9705020",
      "votes": null
    },
    {
      "id": "326976",
      "postDate": "05/10/2018 15:32:13",
      "content": "<p>Looks like the momentum information in the Truth data can be a fruitful feature.</p>",
      "rawMarkdown": "Looks like the momentum information in the Truth data can be a fruitful feature.",
      "votes": null
    },
    {
      "id": "327436",
      "postDate": "05/11/2018 14:56:25",
      "content": "<p>This is not relevant (at all) to this challenge. These papers suppose all particles have been identified already, and then what do to with them. This challenge is about the step before, from (quasi) raw data to the particles.</p>",
      "rawMarkdown": "This is not relevant (at all) to this challenge. These papers suppose all particles have been identified already, and then what do to with them. This challenge is about the step before, from (quasi) raw data to the particles.",
      "votes": null
    },
    {
      "id": "327570",
      "postDate": "05/11/2018 22:26:32",
      "content": "<p>Hi yes this is probably more of historical interest than of direct applicability. I had recently come across the first paper in the course of my writings, and posted upon signing up (before reviewing the competition details in depth). Cheers. </p>",
      "rawMarkdown": "Hi yes this is probably more of historical interest than of direct applicability. I had recently come across the first paper in the course of my writings, and posted upon signing up (before reviewing the competition details in depth). Cheers.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 326976,
      "author_name": "sirbear",
      "author_url": "",
      "post_date": "05/10/2018 15:32:13",
      "content": "<p>Looks like the momentum information in the Truth data can be a fruitful feature.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 327436,
      "author_name": "droussea",
      "author_url": "",
      "post_date": "05/11/2018 14:56:25",
      "content": "<p>This is not relevant (at all) to this challenge. These papers suppose all particles have been identified already, and then what do to with them. This challenge is about the step before, from (quasi) raw data to the particles.</p>",
      "votes": null,
      "replies": [
        {
          "id": 327570,
          "author_name": "nicktg",
          "author_url": "",
          "post_date": "05/11/2018 22:26:32",
          "content": "<p>Hi yes this is probably more of historical interest than of direct applicability. I had recently come across the first paper in the course of my writings, and posted upon signing up (before reviewing the competition details in depth). Cheers. </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "322488": "Sharing here some early literature (pre deep learning era) of researchers applying neural networks towards the search for the Higgs Boson at the Large Hadron Collider. \n\n[Higgs Search by Neural Networks at LHC][1]\n\n[Role of Neural Networks in the Search of the Higgs Boson at LHC][2]\n\n  [1]: https://arxiv.org/abs/hep-ph/9401343\n  [2]: https://arxiv.org/abs/hep-ex/9705020",
    "326976": "Looks like the momentum information in the Truth data can be a fruitful feature.",
    "327436": "This is not relevant (at all) to this challenge. These papers suppose all particles have been identified already, and then what do to with them. This challenge is about the step before, from (quasi) raw data to the particles.",
    "327570": "Hi yes this is probably more of historical interest than of direct applicability. I had recently come across the first paper in the course of my writings, and posted upon signing up (before reviewing the competition details in depth). Cheers."
  },
  "source": "meta"
}