Pith. sign in
Pith Number

pith:PY66XBTC

pith:2023:PY66XBTCPN3UTBAAXLKJWVSZXQ
not attested not anchored not stored refs pending

Generative Diffusion Models for Radio Wireless Channel Modelling and Sampling

Alberto Bernacchia, Chinkuo Jao, Da-shan Shiu, Sattar Vakili, Ushnish Sengupta

arxiv:2308.05583 v1 · 2023-08-10 · cs.AI · cs.CE · cs.NI · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PY66XBTCPN3UTBAAXLKJWVSZXQ}

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 2026-07-05T06:40:02.675309Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7e3deb86627b77498400bad49b5659bc1eeb80bf23d21325551634d7efeede19

Aliases

arxiv: 2308.05583 · arxiv_version: 2308.05583v1 · doi: 10.48550/arxiv.2308.05583 · pith_short_12: PY66XBTCPN3U · pith_short_16: PY66XBTCPN3UTBAA · pith_short_8: PY66XBTC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PY66XBTCPN3UTBAAXLKJWVSZXQ \
  | 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: 7e3deb86627b77498400bad49b5659bc1eeb80bf23d21325551634d7efeede19
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8728e98486c172e0eaab7f005b33fef2c601cfabb0f0e4d4fc9b120e76d68e13",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.NI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-10T13:49:26Z",
    "title_canon_sha256": "54b7e19a6301e56261ff72a7484d8011eadc7542f153ecf56e6845603d6bbab8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.05583",
    "kind": "arxiv",
    "version": 1
  }
}