Pith Number

pith:HRSMG2BY

pith:2022:HRSMG2BY5VVKBXZESUSNYRPLJJ

not attested not anchored not stored refs pending

Data-Driven Stochastic AC-OPF using Gaussian Processes

Aleksandr Lukashevich, Deepjyoti Deka, Mile Mitrovic, Petr Vorobev, Semen Budenny, Vladimir Terzija, Yury Maximov

arxiv:2207.10781 v1 · 2022-07-21 · stat.ML · cs.LG · cs.SY · eess.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{HRSMG2BY5VVKBXZESUSNYRPLJJ}

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	2026-07-05T04:44:02.883224Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c64c36838ed6aa0df249524dc45eb4a47e3f3e4e2eaecfd07cc740f2bb59260

Aliases

arxiv: 2207.10781 · arxiv_version: 2207.10781v1 · doi: 10.48550/arxiv.2207.10781 · pith_short_12: HRSMG2BY5VVK · pith_short_16: HRSMG2BY5VVKBXZE · pith_short_8: HRSMG2BY

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/HRSMG2BY5VVKBXZESUSNYRPLJJ \
  | 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: 3c64c36838ed6aa0df249524dc45eb4a47e3f3e4e2eaecfd07cc740f2bb59260

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6f673e958e903e6d0ed3655bf15108cd1fc1a11ddc5f3d572806b1359ff9264",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-07-21T23:02:35Z",
    "title_canon_sha256": "ed732f06093754e91794004effe54237847186efc56b8db8f93fe33945d76932"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.10781",
    "kind": "arxiv",
    "version": 1
  }
}