Pith Number

pith:5JWH7VF5

pith:2024:5JWH7VF5NJ3TVGEEM4CDAO32WZ

not attested not anchored not stored refs pending

Generative AI for the Optimization of Next-Generation Wireless Networks: Basics, State-of-the-Art, and Open Challenges

Ekram Hossain, Fahime Khoramnejad

arxiv:2405.17454 v1 · 2024-05-22 · cs.NI · 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{5JWH7VF5NJ3TVGEEM4CDAO32WZ}

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

2 papers in Pith

Optimal Transmitter Placement in Realistic Urban Environments

Receipt and verification

First computed	2026-07-05T08:23:44.714925Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea6c7fd4bd6a773a98846704303b7ab64b07739fcfb74ba51123444885925e6c

Aliases

arxiv: 2405.17454 · arxiv_version: 2405.17454v1 · doi: 10.48550/arxiv.2405.17454 · pith_short_12: 5JWH7VF5NJ3T · pith_short_16: 5JWH7VF5NJ3TVGEE · pith_short_8: 5JWH7VF5

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/5JWH7VF5NJ3TVGEEM4CDAO32WZ \
  | 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: ea6c7fd4bd6a773a98846704303b7ab64b07739fcfb74ba51123444885925e6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b41f59ae830665eccc8cff97225cb337f7c78252079bb30f0708858e31cda0b1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-05-22T14:56:25Z",
    "title_canon_sha256": "4d7fecc126af779e6ad32ab7a62e26a1b3f5e597422c6a6b8d6ce789035d880e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17454",
    "kind": "arxiv",
    "version": 1
  }
}