Pith Number

pith:ZNNDBGP5

pith:2023:ZNNDBGP5MCSQEYJKYV6DRT357Q

not attested not anchored not stored refs pending

GP CC-OPF: Gaussian Process based optimization tool for Chance-Constrained Optimal Power Flow

Aleksandr Lukashevich, Deepjyoti Deka, Mile Mitrovic, Ognjen Kundacina, Petr Vorobev, Vladimir Terzija, Yury Maximov

arxiv:2302.08454 v1 · 2023-02-16 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZNNDBGP5MCSQEYJKYV6DRT357Q}

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	2026-07-05T05:42:38.428201Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb5a3099fd60a502612ac57c38cf7dfc3ef37b0d48c33e7cd2e1fce0462e19da

Aliases

arxiv: 2302.08454 · arxiv_version: 2302.08454v1 · doi: 10.48550/arxiv.2302.08454 · pith_short_12: ZNNDBGP5MCSQ · pith_short_16: ZNNDBGP5MCSQEYJK · pith_short_8: ZNNDBGP5

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/ZNNDBGP5MCSQEYJKYV6DRT357Q \
  | 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: cb5a3099fd60a502612ac57c38cf7dfc3ef37b0d48c33e7cd2e1fce0462e19da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec39c475eb5875bc62caa7fb187150e9ca0dbcaf0200c71ac344679813a1cef4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-02-16T17:59:06Z",
    "title_canon_sha256": "231059df47e8719d66b68c95163b6856953d5940bfa543927df6026d5f50abe2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08454",
    "kind": "arxiv",
    "version": 1
  }
}