Pith Number

pith:Z4YJQCVL

pith:2025:Z4YJQCVLJSLL3QQV5LUZGKLP7O

not attested not anchored not stored refs pending

GeNeRT: A Physics-Informed Approach to Intelligent Wireless Channel Modeling via Generalizable Neural Ray Tracing

Jun Yu, Kejia Bian, Meixia Tao, Shu Sun, Tongjia Zhang

arxiv:2506.18295 v2 · 2025-06-23 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z4YJQCVLJSLL3QQV5LUZGKLP7O}

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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.

Cited by

1 paper in Pith

CITYMPC: A Large-Scale Physics-Informed Benchmark and Tool for Generative Complete Multipath Wireless Channel Modeling

Receipt and verification

First computed	2026-06-30T00:15:07.579371Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf30980aab4c96bdc215eae993296ffbb8d9b3f22f157ba64be6b23f9a73990c

Aliases

arxiv: 2506.18295 · arxiv_version: 2506.18295v2 · doi: 10.48550/arxiv.2506.18295 · pith_short_12: Z4YJQCVLJSLL · pith_short_16: Z4YJQCVLJSLL3QQV · pith_short_8: Z4YJQCVL

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/Z4YJQCVLJSLL3QQV5LUZGKLP7O \
  | 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: cf30980aab4c96bdc215eae993296ffbb8d9b3f22f157ba64be6b23f9a73990c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a67da0e078a3cce6e2bf1c14db5d03809165ac698f24a8c11a72fc235064fb84",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-23T05:17:01Z",
    "title_canon_sha256": "08f9478c288608df1ff16905b6fbc308199dea360e7108f485eb91e2ebcf1a1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18295",
    "kind": "arxiv",
    "version": 2
  }
}