Pith Number

pith:SWU3ZEWY

pith:2020:SWU3ZEWYTUWK22VSL4A6BGKTCP

not attested not anchored not stored refs pending

High-Fidelity Machine Learning Approximations of Large-Scale Optimal Power Flow

Ferdinando Fioretto, Minas Chatzos, Pascal Van Hentenryck, Terrence W.K. Mak

arxiv:2006.16356 v1 · 2020-06-29 · eess.SP · cs.LG · math.OC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SWU3ZEWYTUWK22VSL4A6BGKTCP}

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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

Towards Generalization of Graph Neural Networks for AC Optimal Power Flow

Receipt and verification

First computed	2026-07-05T01:14:54.474856Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95a9bc92d89d2cad6ab25f01e0995313fe261a9adbd5e8cbcf6cc37950a24ab7

Aliases

arxiv: 2006.16356 · arxiv_version: 2006.16356v1 · doi: 10.48550/arxiv.2006.16356 · pith_short_12: SWU3ZEWYTUWK · pith_short_16: SWU3ZEWYTUWK22VS · pith_short_8: SWU3ZEWY

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/SWU3ZEWYTUWK22VSL4A6BGKTCP \
  | 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: 95a9bc92d89d2cad6ab25f01e0995313fe261a9adbd5e8cbcf6cc37950a24ab7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b18e491136d53ad7e40b8094513ae9d58d041d5fe67c4dff5401921f6f4e3104",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2020-06-29T20:22:16Z",
    "title_canon_sha256": "b78cb74fd965e2b745f808478921e00b2bde8879cd83fd245bd30a479aca0326"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.16356",
    "kind": "arxiv",
    "version": 1
  }
}