Pith Number

pith:PF5ENQ5X

pith:2025:PF5ENQ5XHVQ5PBAQRDAOYWDWLB

not attested not anchored not stored refs pending

BF-GAN: Development of an AI-driven Bubbly Flow Image Generation Model Using Generative Adversarial Networks

Koji Okamoto, Shuichiro Miwa, Wen Zhou, Yang Liu

arxiv:2502.06863 v1 · 2025-02-08 · cs.CV · 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{PF5ENQ5XHVQ5PBAQRDAOYWDWLB}

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	2026-07-05T10:12:29.029944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

797a46c3b73d61d7841088c0ec5876587160e19f86d705445d4a29d46e4fe93e

Aliases

arxiv: 2502.06863 · arxiv_version: 2502.06863v1 · doi: 10.48550/arxiv.2502.06863 · pith_short_12: PF5ENQ5XHVQ5 · pith_short_16: PF5ENQ5XHVQ5PBAQ · pith_short_8: PF5ENQ5X

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/PF5ENQ5XHVQ5PBAQRDAOYWDWLB \
  | 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: 797a46c3b73d61d7841088c0ec5876587160e19f86d705445d4a29d46e4fe93e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66db519fdd54b91ae603952a341b09b667df353d5226f55db786aa3507a3a0b7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-08T02:01:58Z",
    "title_canon_sha256": "f22da5eb76abd4ea3dde068593babaa04fb29bfba50cfedc94e1f856840b6da7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06863",
    "kind": "arxiv",
    "version": 1
  }
}