{
  "annotation_id": "c9269900-e579-48d6-9c9c-1fcca05a3a7d",
  "date_created": "2026-03-02T18:02:48.428000Z",
  "date_modified": "2026-03-02T18:02:48.428000Z",
  "file_hash": "988504c7b23f224ff500dfc88ba7d35ff92623eade61e5293d975180b6a79e9e",
  "private": false,
  "record": {
    "abstract": "We use the It\\^o stochastic calculus to give a simple derivation of the\nLindblad form for the generator of a completely positive density matrix\nevolution, by specialization from the corresponding global form for a\ncompletely positive map. As a by-product, we obtain a generalized generator for\na completely positive stochastic density matrix evolution.",
    "arxiv_id": "quant-ph/9909076",
    "authors": [
      "Stephen L. Adler"
    ],
    "categories": [
      "quant-ph"
    ],
    "doi": "10.1016/S0375-9601(99)00847-6",
    "title": "Derivation of the Lindblad Generator Structure by use of the It\\^o   Stochastic Calculus",
    "url": "https://arxiv.org/abs/quant-ph/9909076"
  },
  "schema_id": "dorsal/arxiv",
  "source": {
    "execution_id": "825a197c-b9e5-479e-87a0-4680de746c25",
    "id": "arXiv Dataset IDs",
    "type": "Model",
    "variant": "snapshot-2026-03-01",
    "version": "0.1.0"
  },
  "user_id": 1000002
}