Pith Number

pith:7CFGN4JM

pith:2025:7CFGN4JMP4XB2LHXYXLPZQ7ZNW

not attested not anchored not stored refs pending

Frequency Resource Management in 6G User-Centric CFmMIMO: A Hybrid Reinforcement Learning and Metaheuristic Approach

Selina Cheggour, Valeria Loscri

arxiv:2505.22443 v1 · 2025-05-28 · cs.NI · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7CFGN4JMP4XB2LHXYXLPZQ7ZNW}

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	2026-07-05T11:11:24.161097Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f88a66f12c7f2e1d2cf7c5d6fcc3f96da811dd3b074fd0d325acdc7d8730cb1e

Aliases

arxiv: 2505.22443 · arxiv_version: 2505.22443v1 · doi: 10.48550/arxiv.2505.22443 · pith_short_12: 7CFGN4JMP4XB · pith_short_16: 7CFGN4JMP4XB2LHX · pith_short_8: 7CFGN4JM

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/7CFGN4JMP4XB2LHXYXLPZQ7ZNW \
  | 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: f88a66f12c7f2e1d2cf7c5d6fcc3f96da811dd3b074fd0d325acdc7d8730cb1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78f915810619c03a76a330a108fe6af1f6e52dcf6881971ccfe6757e3fb0cacd",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-05-28T15:07:56Z",
    "title_canon_sha256": "34c17a948de6c5454e49eecad69b81a1a88b00e2af1f69f00bd85e92275bf86a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22443",
    "kind": "arxiv",
    "version": 1
  }
}