Pith Number

pith:HZQY5WJ2

pith:2022:HZQY5WJ2RCOZM5FDG6FS3BMNSN

not attested not anchored not stored refs pending

Optimal Design of Volt/VAR Control Rules of Inverters using Deep Learning

Sarthak Gupta, Spyros Chatzivasileiadis, Vassilis Kekatos

arxiv:2211.09557 v2 · 2022-11-17 · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HZQY5WJ2RCOZM5FDG6FS3BMNSN}

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	2026-07-05T08:00:31.389843Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e618ed93a889d9674a3378b2d858d93694765c743206c85a2ba760b67f630e5

Aliases

arxiv: 2211.09557 · arxiv_version: 2211.09557v2 · doi: 10.48550/arxiv.2211.09557 · pith_short_12: HZQY5WJ2RCOZ · pith_short_16: HZQY5WJ2RCOZM5FD · pith_short_8: HZQY5WJ2

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/HZQY5WJ2RCOZM5FDG6FS3BMNSN \
  | 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: 3e618ed93a889d9674a3378b2d858d93694765c743206c85a2ba760b67f630e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7862290be1ec13b567ba4fdb4ab5f4225682d7fb9e30f8accaea40db0720b77a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2022-11-17T14:27:52Z",
    "title_canon_sha256": "cc020a1fef95291206df269d972f4afc6a555e3e53b07c963a9e95cedfa6962e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.09557",
    "kind": "arxiv",
    "version": 2
  }
}