Pith Number

pith:C52HKAFC

pith:2024:C52HKAFCAFIJC3ZGPEOIS3EJ35

not attested not anchored not stored refs pending

Generative vs. Predictive Models in Massive MIMO Channel Prediction

Andreas F. Molisch, Joohan Lee, Ju-Hyung Lee

arxiv:2411.16971 v1 · 2024-11-25 · cs.IT · 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{C52HKAFCAFIJC3ZGPEOIS3EJ35}

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	2026-07-05T09:40:25.366404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17747500a20150916f26791c896c89df57566526b6d79b5dd301e71d05b7df52

Aliases

arxiv: 2411.16971 · arxiv_version: 2411.16971v1 · doi: 10.48550/arxiv.2411.16971 · pith_short_12: C52HKAFCAFIJ · pith_short_16: C52HKAFCAFIJC3ZG · pith_short_8: C52HKAFC

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/C52HKAFCAFIJC3ZGPEOIS3EJ35 \
  | 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: 17747500a20150916f26791c896c89df57566526b6d79b5dd301e71d05b7df52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9afd68071de0dab699f7e8ddaabdd832565c86702c4b8f24cb6c0cc37548bf1",
    "cross_cats_sorted": [
      "cs.NI",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2024-11-25T22:43:22Z",
    "title_canon_sha256": "e1ffc7f868b2f77245687b711e65d39fcfb8e6db73ee85c391efcedc3cf40737"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16971",
    "kind": "arxiv",
    "version": 1
  }
}