Pith Number

pith:AQLMAK6E

pith:2019:AQLMAK6EAC6ASPOLVS5BQEFRNC

not attested not anchored not stored refs pending

Wireless Networks Design in the Era of Deep Learning: Model-Based, AI-Based, or Both?

Alessio Zappone, Marco Di Renzo, M\'erouane Debbah

arxiv:1902.02647 v2 · 2019-02-05 · eess.SP · cs.IT · 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{AQLMAK6EAC6ASPOLVS5BQEFRNC}

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

Wireless Communications Through Reconfigurable Intelligent Surfaces

Machine Learning for Resource Management in Cellular and IoT Networks: Potentials, Current Solutions, and Open Challenges

Receipt and verification

First computed	2026-05-17T23:43:27.882674Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0416c02bc400bc093dcbacba1810b168ab1633e98321e39e425773921482b72c

Aliases

arxiv: 1902.02647 · arxiv_version: 1902.02647v2 · doi: 10.48550/arxiv.1902.02647 · pith_short_12: AQLMAK6EAC6A · pith_short_16: AQLMAK6EAC6ASPOL · pith_short_8: AQLMAK6E

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/AQLMAK6EAC6ASPOLVS5BQEFRNC \
  | 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: 0416c02bc400bc093dcbacba1810b168ab1633e98321e39e425773921482b72c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8812f88685a09e84733ec83861444115cf7ae2ec438fec073dc41d8f57f9bbb8",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2019-02-05T19:22:23Z",
    "title_canon_sha256": "ccc5976fd8743256f5501c6bf98792a39995f3b2471d6b2c83e6cdfb39ea6a20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.02647",
    "kind": "arxiv",
    "version": 2
  }
}