Pith Number

pith:7NKP22I7

pith:2026:7NKP22I7XLMJA63FO5LDLZVDBJ

not attested not anchored not stored refs pending

Transformer is All You Need: Attention-Based Anomaly Detection and Classification in Inverter-Rich Power Systems

A.P. Sakis Meliopoulos, Emad Abukhousa, Saman Zonouz

arxiv:2607.13537 v1 · 2026-07-15 · eess.SY · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7NKP22I7XLMJA63FO5LDLZVDBJ}

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	2026-07-16T01:22:52.342230Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb54fd691fbad8907b65775635e6a30a6dc14aed47d60c52754e90ae4a843f68

Aliases

arxiv: 2607.13537 · arxiv_version: 2607.13537v1 · doi: 10.48550/arxiv.2607.13537 · pith_short_12: 7NKP22I7XLMJ · pith_short_16: 7NKP22I7XLMJA63F · pith_short_8: 7NKP22I7

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/7NKP22I7XLMJA63FO5LDLZVDBJ \
  | 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: fb54fd691fbad8907b65775635e6a30a6dc14aed47d60c52754e90ae4a843f68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0c43efa14eda34d24beee798677b732409e92322c69241a99fc48fc395c83c5",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2026-07-15T07:41:40Z",
    "title_canon_sha256": "48e12ab30400f6e1a3c4d9c6ee6952ecdb39a8e98a8505750ad056d56a7904b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.13537",
    "kind": "arxiv",
    "version": 1
  }
}