Pith Number

pith:4G6FR65M

pith:2025:4G6FR65MUGBSYHADVOFGG2UDEW

not attested not anchored not stored refs pending

Enhancing Explainability and Reliable Decision-Making in Particle Swarm Optimization through Communication Topologies

Anupam Yadav, Bapi Dutta, Indu Bala, Luis Mart\'inez, Nitin Gupta

arxiv:2504.12803 v1 · 2025-04-17 · cs.LG · 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{4G6FR65MUGBSYHADVOFGG2UDEW}

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

Evolutionary Computation and Large Language Models: A Survey of Methods, Synergies, and Applications

Receipt and verification

First computed	2026-07-05T11:52:20.066149Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1bc58fbaca1832c1c03ab8a636a832596fe586411d4d45f4bfd0942c1521042

Aliases

arxiv: 2504.12803 · arxiv_version: 2504.12803v1 · doi: 10.48550/arxiv.2504.12803 · pith_short_12: 4G6FR65MUGBS · pith_short_16: 4G6FR65MUGBSYHAD · pith_short_8: 4G6FR65M

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/4G6FR65MUGBSYHADVOFGG2UDEW \
  | 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: e1bc58fbaca1832c1c03ab8a636a832596fe586411d4d45f4bfd0942c1521042

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be9bb201e0a11ca4cc840e53efb4bc45cb84c4689a5c4397c8235140d0473706",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-17T10:05:10Z",
    "title_canon_sha256": "f29a3034f729ee8f5550ee172ff7f298f9c3f0ef3f3f9017f0fef5142080541c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.12803",
    "kind": "arxiv",
    "version": 1
  }
}