Pith. sign in
Pith Number

pith:G4PRJBD3

pith:2023:G4PRJBD3HVC4YMJOBE2TZJQ7BF
not attested not anchored not stored refs pending

Deep Learning Based Joint Beamforming Design in IRS-Assisted Secure Communications

Chi Zhang, Hsiao-Hwa Chen, Yiliang Liu

arxiv:2304.01702 v1 · 2023-04-04 · cs.IT · eess.SP · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{G4PRJBD3HVC4YMJOBE2TZJQ7BF}

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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 2026-07-05T05:57:44.154534Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

371f14847b3d45cc312e09353ca61f096b1b78144f0a15fa741eb502cb8806c1

Aliases

arxiv: 2304.01702 · arxiv_version: 2304.01702v1 · doi: 10.48550/arxiv.2304.01702 · pith_short_12: G4PRJBD3HVC4 · pith_short_16: G4PRJBD3HVC4YMJO · pith_short_8: G4PRJBD3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/G4PRJBD3HVC4YMJOBE2TZJQ7BF \
  | 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: 371f14847b3d45cc312e09353ca61f096b1b78144f0a15fa741eb502cb8806c1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2f43bbddb9e3022c03af622e42787ce395019a111ed396a69fb19875368700a1",
    "cross_cats_sorted": [
      "eess.SP",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2023-04-04T10:57:24Z",
    "title_canon_sha256": "e15192935f3176f4650e94dbdf488a094f66b855b4789a4f1f012dba2481ffba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.01702",
    "kind": "arxiv",
    "version": 1
  }
}