Pith Number

pith:ULYVG2AC

pith:2025:ULYVG2ACDXF3GGDMA2LHNN65JG

not attested not anchored not stored refs pending

Anomaly Detection for Non-stationary Time Series using Recurrent Wavelet Probabilistic Neural Network

J. A. Barria, Pu Yang

arxiv:2505.11321 v1 · 2025-05-16 · cs.LG · 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{ULYVG2ACDXF3GGDMA2LHNN65JG}

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	2026-07-05T11:04:14.367229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2f15368021dcbb3186c069676b7dd498126789c397c3ef7ee7c124784e0ba1a

Aliases

arxiv: 2505.11321 · arxiv_version: 2505.11321v1 · doi: 10.48550/arxiv.2505.11321 · pith_short_12: ULYVG2ACDXF3 · pith_short_16: ULYVG2ACDXF3GGDM · pith_short_8: ULYVG2AC

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/ULYVG2ACDXF3GGDMA2LHNN65JG \
  | 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: a2f15368021dcbb3186c069676b7dd498126789c397c3ef7ee7c124784e0ba1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "afa4a4ee9c0fdfcff6068276eed66d0fea30a67b74abbf8600e7cebb0e66b3aa",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-16T14:43:00Z",
    "title_canon_sha256": "74ca18ce071fce937975b8eef8823c555cabcf68f3ff229be9030170615f8d54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.11321",
    "kind": "arxiv",
    "version": 1
  }
}