Pith Number

pith:ZVBNDBLQ

pith:2024:ZVBNDBLQWXWNPTAFI6KCBGNWR3

not attested not anchored not stored refs pending

Physics-Informed Deep Learning Model for Line-integral Diagnostics Across Fusion Devices

Changqing Zou, Chenshu Hu, Cong Wang, Haiping Wang, Jing Li, Renjie Yang, Weizhe Yang, Xianli Huang, Xinyao Yu, Yixiong Wei, Zhaoyang Liu, Zhifeng Zhao, Zhijun Wang

arxiv:2412.00087 v3 · 2024-11-27 · cs.LG · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZVBNDBLQWXWNPTAFI6KCBGNWR3}

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	2026-07-05T11:18:16.268677Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd42d18570b5ecd7cc0547942099b68efcc0bbd4e3c8ba97e46cedc72ddf1000

Aliases

arxiv: 2412.00087 · arxiv_version: 2412.00087v3 · doi: 10.48550/arxiv.2412.00087 · pith_short_12: ZVBNDBLQWXWN · pith_short_16: ZVBNDBLQWXWNPTAF · pith_short_8: ZVBNDBLQ

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/ZVBNDBLQWXWNPTAFI6KCBGNWR3 \
  | 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: cd42d18570b5ecd7cc0547942099b68efcc0bbd4e3c8ba97e46cedc72ddf1000

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88805f8b36d76f5477bf2b2c5ee4e509840cff485231dc6aad45d0f58f0d6de8",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-27T08:15:23Z",
    "title_canon_sha256": "4820291dbb3dc85f02873594240cc9e90325283917b4a464419b58009a9e20b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00087",
    "kind": "arxiv",
    "version": 3
  }
}