Pith Number

pith:R4JMCX4X

pith:2023:R4JMCX4XJ2VUDN6QXYMEZ5QNKU

not attested not anchored not stored refs pending

Machine Learning for Large-Scale Optimization in 6G Wireless Networks

Jun Zhang, Lin Bai, Liqun Fu, Lixiang Lian, Wei Zhang, Yandong Shi, Yong Zhou, Yuanming Shi, Zixin Wang

arxiv:2301.03377 v1 · 2023-01-03 · eess.SP · cs.LG · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R4JMCX4XJ2VUDN6QXYMEZ5QNKU}

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	2026-07-05T05:31:28.906145Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f12c15f974eab41b7d0be184cf60d553a52ab33d729e65f853670f413a37045

Aliases

arxiv: 2301.03377 · arxiv_version: 2301.03377v1 · doi: 10.48550/arxiv.2301.03377 · pith_short_12: R4JMCX4XJ2VU · pith_short_16: R4JMCX4XJ2VUDN6Q · pith_short_8: R4JMCX4X

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/R4JMCX4XJ2VUDN6QXYMEZ5QNKU \
  | 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: 8f12c15f974eab41b7d0be184cf60d553a52ab33d729e65f853670f413a37045

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c0116b8ecca629a8d53fa2d19a204e467ac9d758f27b5ddaac9938014671c1c",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2023-01-03T13:56:50Z",
    "title_canon_sha256": "7f0f59e52cad6c59ec0806461750c84c248d4efc3d0cdff179b117fb28539b32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.03377",
    "kind": "arxiv",
    "version": 1
  }
}