Pith Number

pith:NMOHFIA2

pith:2025:NMOHFIA2SCUKR3JEJJPID6D3I5

not attested not anchored not stored refs pending

Generative AI Enabled Robust Data Augmentation for Wireless Sensing in ISAC Networks

Changyuan Zhao, Dong In Kim, Dusit Niyato, Geng Sun, Hongyang Du, Jiacheng Wang, Jiawen Kang, Shiwen Mao

arxiv:2502.12622 v1 · 2025-02-18 · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NMOHFIA2SCUKR3JEJJPID6D3I5}

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.

Cited by

1 paper in Pith

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges

Receipt and verification

First computed	2026-07-05T10:15:58.566846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b1c72a01a90a8a8ed244a5e81f87b476088e963abab0a27266ded2d1e69a564

Aliases

arxiv: 2502.12622 · arxiv_version: 2502.12622v1 · doi: 10.48550/arxiv.2502.12622 · pith_short_12: NMOHFIA2SCUK · pith_short_16: NMOHFIA2SCUKR3JE · pith_short_8: NMOHFIA2

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/NMOHFIA2SCUKR3JEJJPID6D3I5 \
  | 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: 6b1c72a01a90a8a8ed244a5e81f87b476088e963abab0a27266ded2d1e69a564

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd4033d59952e04b42f54fb0771e26a9fc395f2bfedf1da3c75acaaba13bed82",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-02-18T08:08:19Z",
    "title_canon_sha256": "f6dc2f7bbcf37332a6997cd89eb96a3b7cddb27113dc9c6a7bd409e28c7dde50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12622",
    "kind": "arxiv",
    "version": 1
  }
}