pith. sign in
Pith Number

pith:CE7INGBB

pith:2026:CE7INGBBEYPATXAT2PYROEYBV7
not attested not anchored not stored refs pending

Scene-Conditioned PINN-GNN for Multipath RF Maps: Cross-Scene Generation and In-Scene Completion

Lizhou Liu, Mengyao Ma, Wenyi Zhang, Xiaohui Chen, Zihan Tang

arxiv:2607.01777 v1 · 2026-07-02 · eess.SP · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CE7INGBBEYPATXAT2PYROEYBV7}

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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 2026-07-03T01:17:29.445187Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

113e869821261e09dc13d3f1171301afe61257bb312714c38014d55b70933f58

Aliases

arxiv: 2607.01777 · arxiv_version: 2607.01777v1 · doi: 10.48550/arxiv.2607.01777 · pith_short_12: CE7INGBBEYPA · pith_short_16: CE7INGBBEYPATXAT · pith_short_8: CE7INGBB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CE7INGBBEYPATXAT2PYROEYBV7 \
  | 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: 113e869821261e09dc13d3f1171301afe61257bb312714c38014d55b70933f58
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d2d6dd1f57620da5be41ea2e81ebc6ba7ea0eaf2d5ea356ec498147b0ebbd2bf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2026-07-02T06:48:42Z",
    "title_canon_sha256": "6e645227abbb0a6d60644c783334a340a301b95239b75fbbb037c3483f2d7384"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01777",
    "kind": "arxiv",
    "version": 1
  }
}