Pith Number

pith:XHVGIDNM

pith:2025:XHVGIDNMSHH5YYDND4LVZWIGA6

not attested not anchored not stored refs pending

Mathematical Analysis of the PDE Model for the Consensus-based Optimization

Hui Huang, Jinhuan Wang, Keyu Li

arxiv:2504.10990 v1 · 2025-04-15 · math.AP · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XHVGIDNMSHH5YYDND4LVZWIGA6}

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

Consensus-based optimization for closed-box adversarial attacks and a connection to evolution strategies

Receipt and verification

First computed	2026-07-05T10:49:27.473080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9ea640dac91cfdc606d1f175cd906078bce1762cca087627ef2d0a554ff83c9

Aliases

arxiv: 2504.10990 · arxiv_version: 2504.10990v1 · doi: 10.48550/arxiv.2504.10990 · pith_short_12: XHVGIDNMSHH5 · pith_short_16: XHVGIDNMSHH5YYDN · pith_short_8: XHVGIDNM

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/XHVGIDNMSHH5YYDND4LVZWIGA6 \
  | 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: b9ea640dac91cfdc606d1f175cd906078bce1762cca087627ef2d0a554ff83c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2c07fc8f6c928a40a9051a96cdc29a3545515bb1e3660d6ffc5ebe0402a00b9",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.AP",
    "submitted_at": "2025-04-15T09:02:36Z",
    "title_canon_sha256": "a1bcd69fdc9b5afd6b2fc9ef6696dbc37007bfe85fdf2068dc9f34391df73258"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.10990",
    "kind": "arxiv",
    "version": 1
  }
}