Pith Number

pith:HNQCGUQ7

pith:2022:HNQCGUQ7HNIWCMPO5YL6BHS5ZE

not attested not anchored not stored refs pending

Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial Networks

Jaime P\'erez, Jos\'e M. Moya, Patricia Arroba

arxiv:2201.06147 v2 · 2022-01-12 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HNQCGUQ7HNIWCMPO5YL6BHS5ZE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T06:21:12.128325Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b6023521f3b516131eeee17e09e5dc924a3f1efbab069ee759864f7bce711b9

Aliases

arxiv: 2201.06147 · arxiv_version: 2201.06147v2 · doi: 10.48550/arxiv.2201.06147 · pith_short_12: HNQCGUQ7HNIW · pith_short_16: HNQCGUQ7HNIWCMPO · pith_short_8: HNQCGUQ7

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/HNQCGUQ7HNIWCMPO5YL6BHS5ZE \
  | 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: 3b6023521f3b516131eeee17e09e5dc924a3f1efbab069ee759864f7bce711b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0d6e83b70ad1d472b4040b5e8468dda680dbab55107d4be07776b9fe9fc587e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-12T15:09:10Z",
    "title_canon_sha256": "27e368986537c73cd69b3212d350ea8afb6201a70902462f5f0ee9b4f187f9be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.06147",
    "kind": "arxiv",
    "version": 2
  }
}