Pith Number

pith:TDCOFWGE

pith:2023:TDCOFWGEL5NOECLXZ2I5DGRY2X

not attested not anchored not stored refs pending

Energy Efficiency Optimization for Subterranean LoRaWAN Using A Reinforcement Learning Approach: A Direct-to-Satellite Scenario

Hirley Alves, Kaiqiang Lin, Konstantin Mikhaylov, Muhammad Asad Ullah, Tong Hao

arxiv:2311.01743 v1 · 2023-11-03 · cs.IT · cs.AI · cs.LG · cs.NI · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TDCOFWGEL5NOECLXZ2I5DGRY2X}

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	2026-07-05T07:08:33.933593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98c4e2d8c45f5ae20977ce91d19a38d5f4eb044e0367c012a073f2cf7d7380e8

Aliases

arxiv: 2311.01743 · arxiv_version: 2311.01743v1 · doi: 10.48550/arxiv.2311.01743 · pith_short_12: TDCOFWGEL5NO · pith_short_16: TDCOFWGEL5NOECLX · pith_short_8: TDCOFWGE

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/TDCOFWGEL5NOECLXZ2I5DGRY2X \
  | 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: 98c4e2d8c45f5ae20977ce91d19a38d5f4eb044e0367c012a073f2cf7d7380e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "322673607a956768eea39ef2a183cc7af541678cad96f72773e6b431452ab941",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NI",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2023-11-03T06:33:56Z",
    "title_canon_sha256": "1965e4ee3a9c965e8de3cf05f5dfee376fb12453f5600e595a4f73b31897eb9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01743",
    "kind": "arxiv",
    "version": 1
  }
}