Pith Number

pith:QZ4D4Z4J

pith:2024:QZ4D4Z4JFFJULPNCG45DKABOAT

not attested not anchored not stored refs pending

Multi-Modal Transformer and Reinforcement Learning-based Beam Management

Akram Bin Sediq, Ali Afana, Han Zhang, Melike Erol-Kantarci, Mohammad Ghassemi

arxiv:2410.19859 v1 · 2024-10-22 · eess.SP · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QZ4D4Z4JFFJULPNCG45DKABOAT}

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.

Cited by

1 paper in Pith

When IoT Meet LLMs: Applications and Challenges

Receipt and verification

First computed	2026-07-05T09:26:34.616910Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86783e6789295345bda2373a35002e04e46e881e9bc578e0146eaddf6f35db06

Aliases

arxiv: 2410.19859 · arxiv_version: 2410.19859v1 · doi: 10.48550/arxiv.2410.19859 · pith_short_12: QZ4D4Z4JFFJU · pith_short_16: QZ4D4Z4JFFJULPNC · pith_short_8: QZ4D4Z4J

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/QZ4D4Z4JFFJULPNCG45DKABOAT \
  | 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: 86783e6789295345bda2373a35002e04e46e881e9bc578e0146eaddf6f35db06

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f1d45fd151983dd50d0f062047a920dac9bccabf9a613644e9f0221bca6cbb7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-10-22T21:44:25Z",
    "title_canon_sha256": "b96eda93de595c286f0eb3e47f92461578cbd31294ef0cceeeb3284e05e55e40"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19859",
    "kind": "arxiv",
    "version": 1
  }
}