Pith Number

pith:VCJBI7XU

pith:2022:VCJBI7XU5BHHP2TVZ6GDM2QXOB

not attested not anchored not stored refs pending

Quasi-Monte Carlo methods for calculating derivatives sensitivities on the GPU

Casey Williams, Paul Bilokon, Sergei Kucherenko

arxiv:2209.11337 v1 · 2022-09-22 · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VCJBI7XU5BHHP2TVZ6GDM2QXOB}

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	2026-07-05T05:00:19.443780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a892147ef4e84e77ea75cf8c366a17704e301fe02579eea13cd67ac06f2ac787

Aliases

arxiv: 2209.11337 · arxiv_version: 2209.11337v1 · doi: 10.48550/arxiv.2209.11337 · pith_short_12: VCJBI7XU5BHH · pith_short_16: VCJBI7XU5BHHP2TV · pith_short_8: VCJBI7XU

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/VCJBI7XU5BHHP2TVZ6GDM2QXOB \
  | 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: a892147ef4e84e77ea75cf8c366a17704e301fe02579eea13cd67ac06f2ac787

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f82a5da4e019381f0b51062a19f59e03f49191d95dfac4ec1a791c580dbc45bf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2022-09-22T22:22:56Z",
    "title_canon_sha256": "139348833d77e339db6986e911362fa2de7d302e3ebc03807f1990e920db079e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.11337",
    "kind": "arxiv",
    "version": 1
  }
}