Pith Number

pith:TZDUPARG

pith:2024:TZDUPARG3NOQSUPZ4FZPBKYSVB

not attested not anchored not stored refs pending

Graph neural networks for power grid operational risk assessment under evolving grid topology

Pranav M Karve, Sankaran Mahadevan, Yadong Zhang

arxiv:2405.07343 v1 · 2024-05-12 · eess.SY · cs.LG · cs.SY · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TZDUPARG3NOQSUPZ4FZPBKYSVB}

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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

Multilayer GNN for Predictive Maintenance and Clustering in Power Grids

Receipt and verification

First computed	2026-07-05T08:18:21.053850Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e47478226db5d0951f9e172f0ab12a85f9af9ec6b53b47851dbd7252b6005d1

Aliases

arxiv: 2405.07343 · arxiv_version: 2405.07343v1 · doi: 10.48550/arxiv.2405.07343 · pith_short_12: TZDUPARG3NOQ · pith_short_16: TZDUPARG3NOQSUPZ · pith_short_8: TZDUPARG

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/TZDUPARG3NOQSUPZ4FZPBKYSVB \
  | 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: 9e47478226db5d0951f9e172f0ab12a85f9af9ec6b53b47851dbd7252b6005d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87e1dcc35095edb9c91568a1ca75f93f809a31491fa2741066a2c105767b96f0",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-05-12T17:40:27Z",
    "title_canon_sha256": "c60571b4138bd4905e454162c98cb0534a51b03600451657641aa97a244addd4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.07343",
    "kind": "arxiv",
    "version": 1
  }
}