Pith Number

pith:OU6HRO5I

pith:2025:OU6HRO5IL3YGEBL6KFYTS65G66

not attested not anchored not stored refs pending

Towards Reliable Neural Optimizers: Permutation-Equivariant Neural Approximation in Dynamic Data Driven Applications Systems

Javad Mohammadi, Meiyi Li

arxiv:2508.19364 v1 · 2025-08-26 · eess.SY · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OU6HRO5IL3YGEBL6KFYTS65G66}

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	2026-07-05T11:59:44.157603Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

753c78bba85ef062057e5171397ba6f793c4d07304fa3ae517b996fab2b6b9fd

Aliases

arxiv: 2508.19364 · arxiv_version: 2508.19364v1 · doi: 10.48550/arxiv.2508.19364 · pith_short_12: OU6HRO5IL3YG · pith_short_16: OU6HRO5IL3YGEBL6 · pith_short_8: OU6HRO5I

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/OU6HRO5IL3YGEBL6KFYTS65G66 \
  | 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: 753c78bba85ef062057e5171397ba6f793c4d07304fa3ae517b996fab2b6b9fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7fa035953cba7dcfbe141ab7b17f0586518d58c47890d581f99ebe62d9694c89",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-08-26T18:49:46Z",
    "title_canon_sha256": "5731180693358f4b73fc121ad34ca1a62b93af8da979fd6ff7960309dfa92be1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19364",
    "kind": "arxiv",
    "version": 1
  }
}