Pith Number

pith:FNMIQRYA

pith:2024:FNMIQRYAPCSMADFSZOMKMVHZ4K

not attested not anchored not stored refs pending

Pretrained Optimization Model for Zero-Shot Black Box Optimization

Handing Wang, Jing Liu, Kai Wu, Xiaobin Li, Xiaoyu Zhang, Yujian Betterest Li

arxiv:2405.03728 v2 · 2024-05-06 · cs.NE · 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{FNMIQRYAPCSMADFSZOMKMVHZ4K}

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.

Cited by

1 paper in Pith

ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:45:09.876631Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b5888470078a4c00cb2cb98a654f9e28f8ecb03ee1c44b09f91a99e7eb6e689

Aliases

arxiv: 2405.03728 · arxiv_version: 2405.03728v2 · doi: 10.48550/arxiv.2405.03728 · pith_short_12: FNMIQRYAPCSM · pith_short_16: FNMIQRYAPCSMADFS · pith_short_8: FNMIQRYA

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/FNMIQRYAPCSMADFSZOMKMVHZ4K \
  | 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: 2b5888470078a4c00cb2cb98a654f9e28f8ecb03ee1c44b09f91a99e7eb6e689

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9a67e9715b4c082a91475a86720906c3fd61ec1046b8d7e8c1d8960de0a3317",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-05-06T09:11:49Z",
    "title_canon_sha256": "307f0787963a13d02cd944e1f9448cda1b81ff9313a287cff5dffda6f2e15aba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.03728",
    "kind": "arxiv",
    "version": 2
  }
}