pith. sign in
Pith Number

pith:66OX64Z7

pith:2025:66OX64Z7PNKUJ5MS3NNJID74AF
not attested not anchored not stored refs pending

Cluster Aggregated GAN (CAG): A Cluster-Based Hybrid Model for Appliance Pattern Generation

Adeyinka.P. Adedigba, Rammohan Mallipeddi, Zikun Guo

arxiv:2512.22287 v3 · 2025-12-25 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{66OX64Z7PNKUJ5MS3NNJID74AF}

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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 2026-06-12T01:09:19.414853Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f79d7f733f7b5544f592db5a940ffc01644add2afaf07971ae1cc31596b85b29

Aliases

arxiv: 2512.22287 · arxiv_version: 2512.22287v3 · doi: 10.48550/arxiv.2512.22287 · pith_short_12: 66OX64Z7PNKU · pith_short_16: 66OX64Z7PNKUJ5MS · pith_short_8: 66OX64Z7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/66OX64Z7PNKUJ5MS3NNJID74AF \
  | 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: f79d7f733f7b5544f592db5a940ffc01644add2afaf07971ae1cc31596b85b29
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "31342c9ff9d7a451e0408215ca7c4e8eb5a5b0930d4cad927d537f4b9e9c1a86",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-12-25T11:55:13Z",
    "title_canon_sha256": "e1837dfd417b5ba4eb5c53d5521ec900896c65ecca22edd50e92dac0e6b8669b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.22287",
    "kind": "arxiv",
    "version": 3
  }
}