Pith Number

pith:5PMEUGTM

pith:2025:5PMEUGTMZP44HSDELNKF45PI7G

not attested not anchored not stored refs pending

DeMuon: A Decentralized Muon for Matrix Optimization over Graphs

Chuan He, Erik G. Larsson, Jingwei Mao, Shuyi Ren

arxiv:2510.01377 v2 · 2025-10-01 · math.OC · cs.AI · cs.LG · cs.MA · cs.SY · eess.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{5PMEUGTMZP44HSDELNKF45PI7G}

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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

SUDA-Muon: Structural Design Principles and Boundaries for Fully Decentralized Muon

Receipt and verification

First computed	2026-06-03T01:05:45.467980Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebd84a1a6ccbf9c3c8645b545e75e8f9b93705a568a7cff3f3485081132b891a

Aliases

arxiv: 2510.01377 · arxiv_version: 2510.01377v2 · doi: 10.48550/arxiv.2510.01377 · pith_short_12: 5PMEUGTMZP44 · pith_short_16: 5PMEUGTMZP44HSDE · pith_short_8: 5PMEUGTM

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/5PMEUGTMZP44HSDELNKF45PI7G \
  | 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: ebd84a1a6ccbf9c3c8645b545e75e8f9b93705a568a7cff3f3485081132b891a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61d843245db7a61faaeebe1588c3544e86f87423d39b100e494f9b367131a02d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MA",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-10-01T19:06:11Z",
    "title_canon_sha256": "ffaece6eda947e95b619db55ea4ea2e5108fc8b6829e4bbe11a89fd268316634"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.01377",
    "kind": "arxiv",
    "version": 2
  }
}