April 7, 2025 Bachelor Thesis Open Access

Bruns, Nils Lennart

JSON Export

{
  "conceptrecid": "22320", 
  "created": "2025-05-02T16:14:57.924620+00:00", 
  "files": [
    {
      "bucket": "73661af3-e8ba-4cee-86e3-932431efc974", 
      "checksum": "md5:5a16341bf60e32631d5a1885ba39f033", 
      "key": "Vergleich_von_Parameterinferenzmethoden_auf_Basis_neuronaler_Netzwerke_unter_Ber\u00fccksichtigung_systematischer_Unsicherheiten.pdf", 
      "links": {
        "self": "https://publish.etp.kit.edu/api/files/73661af3-e8ba-4cee-86e3-932431efc974/Vergleich_von_Parameterinferenzmethoden_auf_Basis_neuronaler_Netzwerke_unter_Ber%C3%BCcksichtigung_systematischer_Unsicherheiten.pdf"
      }, 
      "size": 1867902, 
      "type": "pdf"
    }
  ], 
  "id": 22321, 
  "links": {
    "bucket": "https://publish.etp.kit.edu/api/files/73661af3-e8ba-4cee-86e3-932431efc974", 
    "html": "https://publish.etp.kit.edu/record/22321", 
    "latest": "https://publish.etp.kit.edu/api/records/22321", 
    "latest_html": "https://publish.etp.kit.edu/record/22321"
  }, 
  "metadata": {
    "access_right": "open", 
    "access_right_category": "success", 
    "communities": [
      {
        "id": "etp"
      }
    ], 
    "contributors": [], 
    "creators": [
      {
        "affiliation": "KIT/ETP", 
        "name": "Bruns, Nils Lennart"
      }
    ], 
    "description": "<p>Vergleich der zwei Parameterinferenzmethoden SANNT und neos. Beide arbeiten auf Basis neuronaler Netzwerke unter Ber&uuml;cksichtigung systematischer Unsicherheiten. Es wird eine gemeinsame Vergleichsbasis gefunden auf derer St&auml;rken und Schw&auml;chen der beiden Methoden ausgelotet werden.</p>", 
    "keywords": [
      "Optimal statistical inference", 
      "Machine learning", 
      "Uncertainties", 
      "Systematic Uncertainties"
    ], 
    "language": "deu", 
    "publication_date": "2025-04-07", 
    "related_identifiers": [
      {
        "identifier": "10.5281/zenodo.15105909", 
        "relation": "cites", 
        "scheme": "doi"
      }, 
      {
        "identifier": "10.1007/s41781-020-00049-5", 
        "relation": "cites", 
        "scheme": "doi"
      }, 
      {
        "identifier": "10.1088/1742-6596/2438/1/012105", 
        "relation": "cites", 
        "scheme": "doi"
      }
    ], 
    "relations": {
      "version": [
        {
          "count": 1, 
          "index": 0, 
          "is_last": true, 
          "last_child": {
            "pid_type": "recid", 
            "pid_value": "22321"
          }, 
          "parent": {
            "pid_type": "recid", 
            "pid_value": "22320"
          }
        }
      ]
    }, 
    "resource_type": {
      "subtype": "bachelor-thesis", 
      "title": "Bachelor Thesis", 
      "type": "thesis"
    }, 
    "thesis": {
      "report_number": "ETP-BACHELOR-KA/2025-02", 
      "supervisors": [
        {
          "affiliation": "KIT/ETP", 
          "name": "Wolf, Roger"
        }, 
        {
          "affiliation": "KIT/ETP", 
          "name": "Quast, G\u00fcnter"
        }
      ]
    }, 
    "title": "Vergleich von Parameterinferenzmethoden auf Basis neuronaler Netzwerke unter Ber\u00fccksichtigung systematischer Unsicherheiten"
  }, 
  "owners": [
    148
  ], 
  "revision": 4, 
  "stats": {}, 
  "updated": "2025-05-03T10:20:46.065934+00:00"
}