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Pith Number

pith:F7EKAEX5

pith:2023:F7EKAEX56DOSFZW3AGHCOXLYQD
not attested not anchored not stored refs pending

Smart Home Energy Management: VAE-GAN synthetic dataset generator and Q-learning

Damla Turgut, Hao Zhou, Melike Erol-Kantarci, Mina Razghandi

arxiv:2305.08885 v1 · 2023-05-14 · cs.LG · cs.SY · eess.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{F7EKAEX56DOSFZW3AGHCOXLYQD}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-05T06:10:41.436502Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2fc8a012fdf0dd22e6db018e275d7880fd2d34366567a0cdd676024690e9d0f9

Aliases

arxiv: 2305.08885 · arxiv_version: 2305.08885v1 · doi: 10.48550/arxiv.2305.08885 · pith_short_12: F7EKAEX56DOS · pith_short_16: F7EKAEX56DOSFZW3 · pith_short_8: F7EKAEX5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/F7EKAEX56DOSFZW3AGHCOXLYQD \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 2fc8a012fdf0dd22e6db018e275d7880fd2d34366567a0cdd676024690e9d0f9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3b0b2c9736a8fb2b7b03e930f52c037e06b3d4c2543e5cecae8e85cbac404612",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-14T22:22:16Z",
    "title_canon_sha256": "521a22801bf32d6d6eb0522ef472a3629ebf5aa92bd68af713fd49e4cd178fad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.08885",
    "kind": "arxiv",
    "version": 1
  }
}