Pith Number

pith:BEKJEZRL

pith:2024:BEKJEZRLBVVHABG6GTBX7MJPYI

not attested not anchored not stored refs pending

Machine Learning in Communications: A Road to Intelligent Transmission and Processing

Geoffrey Ye Li, Shixiong Wang

arxiv:2407.11595 v2 · 2024-07-16 · 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{BEKJEZRLBVVHABG6GTBX7MJPYI}

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

Towards a Foundation Model for Communication Systems

Receipt and verification

First computed	2026-07-05T09:40:41.348844Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

091492662b0d6a7004de34c37fb12fc21e4a2d614895a438658cbe44531967ed

Aliases

arxiv: 2407.11595 · arxiv_version: 2407.11595v2 · doi: 10.48550/arxiv.2407.11595 · pith_short_12: BEKJEZRLBVVH · pith_short_16: BEKJEZRLBVVHABG6 · pith_short_8: BEKJEZRL

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/BEKJEZRLBVVHABG6GTBX7MJPYI \
  | 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: 091492662b0d6a7004de34c37fb12fc21e4a2d614895a438658cbe44531967ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05fbf3903184c6520516cef67373261823e45ebc80207d44e5244e1f2d341382",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-07-16T10:51:36Z",
    "title_canon_sha256": "286386c63efe378ec81ac0a33d86eb92858843e48d75fe7caabb54b95f7fcca7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.11595",
    "kind": "arxiv",
    "version": 2
  }
}