Pith Number

pith:F57V2SFH

pith:2025:F57V2SFHPCHGPAKFAXX5DQZOJN

not attested not anchored not stored refs pending

Cell Library Characterization for Composite Current Source Models Based on Gaussian Process Regression and Active Learning

Junzhuo Zhou, Lei He, Peng Cao, Tao Bai, Ting-Jung Lin, Wei Xing, Zeyuan Deng

arxiv:2505.10799 v2 · 2025-05-16 · cs.LG · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F57V2SFHPCHGPAKFAXX5DQZOJN}

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	2026-07-05T11:08:20.613869Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f7f5d48a7788e67814505efd1c32e4b42e0b837e67780e4755614e50505db51

Aliases

arxiv: 2505.10799 · arxiv_version: 2505.10799v2 · doi: 10.48550/arxiv.2505.10799 · pith_short_12: F57V2SFHPCHG · pith_short_16: F57V2SFHPCHGPAKF · pith_short_8: F57V2SFH

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/F57V2SFHPCHGPAKFAXX5DQZOJN \
  | 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: 2f7f5d48a7788e67814505efd1c32e4b42e0b837e67780e4755614e50505db51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c184341740f85c9903eb60b5b3e3a7291846dcadb7750af4cad48029c16cec9c",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-16T02:24:41Z",
    "title_canon_sha256": "cd1a6ce097b05526b082afab9b4b476eaf4191d30b2a5b09d47e439a368294b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.10799",
    "kind": "arxiv",
    "version": 2
  }
}