Pith Number

pith:CJBYCVZN

pith:2024:CJBYCVZNGTPCLU3P644VDXHYFR

not attested not anchored not stored refs pending

OPFData: Large-scale datasets for AC optimal power flow with topological perturbations

Chris Apps, Hamish Tomlinson, Luis Piloto, Miha Zgubic, Sean Lovett, Sephora Madjiheurem, Sims Witherspoon, Sofia Liguori, Sophie Elster

arxiv:2406.07234 v2 · 2024-06-11 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CJBYCVZNGTPCLU3P644VDXHYFR}

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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

5 papers in Pith

Navigating the Safety-Fidelity Trade-off: Massive-Variate Time Series Forecasting for Power Systems via Probabilistic Scenarios

Scalable Heterogeneous Graph Foundation Models for Data-Driven Optimal Power Flow in Smart Grids

LUMINA: Foundation Models for Topology Transferable ACOPF

LUMINA: A Grid Foundation Model for Benchmarking AC Optimal Power Flow Surrogate Learning

Towards Systematic Generalization for Power Grid Optimization Problems

Receipt and verification

First computed	2026-07-05T08:33:40.817351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

124381572d34de25d36ff73951dcf82c454651042bd605a5135fbf980d5daaaf

Aliases

arxiv: 2406.07234 · arxiv_version: 2406.07234v2 · doi: 10.48550/arxiv.2406.07234 · pith_short_12: CJBYCVZNGTPC · pith_short_16: CJBYCVZNGTPCLU3P · pith_short_8: CJBYCVZN

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/CJBYCVZNGTPCLU3P644VDXHYFR \
  | 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: 124381572d34de25d36ff73951dcf82c454651042bd605a5135fbf980d5daaaf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cee10a0f3817b03bab0feae5e084df17f8173ed4b1e845cebfdfa8842f5791bd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-11T13:12:39Z",
    "title_canon_sha256": "4c534c0a7b54cd0c051117a90761e8cc88adbbb9402eeba385bc503f3f0f5625"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.07234",
    "kind": "arxiv",
    "version": 2
  }
}