Pith Number

pith:XF2B2ZS6

pith:2025:XF2B2ZS6NMIYFGTOTMTV6EPYAE

not attested not anchored not stored refs pending

Machine learning bridging battery field data and laboratory data

Hao Liu, Haoyi Jiang, Lei Zhang, Tong Li, Xiaoping Ouyang, Xingkai Wang, Yanbin Zhao, Zhenfei Ling, Zhihua Deng

arxiv:2505.05364 v2 · 2025-05-08 · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XF2B2ZS6NMIYFGTOTMTV6EPYAE}

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	2026-07-05T11:02:43.676861Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9741d665e6b11829a6e9b275f11f80125fc986bae1e4ea69087200a7ae9d1fa

Aliases

arxiv: 2505.05364 · arxiv_version: 2505.05364v2 · doi: 10.48550/arxiv.2505.05364 · pith_short_12: XF2B2ZS6NMIY · pith_short_16: XF2B2ZS6NMIYFGTO · pith_short_8: XF2B2ZS6

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/XF2B2ZS6NMIYFGTOTMTV6EPYAE \
  | 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: b9741d665e6b11829a6e9b275f11f80125fc986bae1e4ea69087200a7ae9d1fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b347ed6c1d0b91ed5acdf1a46eb6e763c6bb42971e07b3008a5bcd9f21fc2e4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2025-05-08T15:58:57Z",
    "title_canon_sha256": "44cf6ed46695221c6784bf1cba7aacf038f7515dfad39c4d38223b1c4ed600ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.05364",
    "kind": "arxiv",
    "version": 2
  }
}