Pith Number

pith:XJM4WXHI

pith:2024:XJM4WXHIWP7WRNDQSN6SGAFCP3

not attested not anchored not stored refs pending

Systematic comparison of deep generative models applied to multivariate financial time series

Howard Caulfield, James P. Gleeson

arxiv:2412.06417 v1 · 2024-12-09 · q-fin.ST · 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{XJM4WXHIWP7WRNDQSN6SGAFCP3}

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.

Cited by

1 paper in Pith

Generative Path-Law Jump-Diffusion: Sequential MMD-Gradient Flows and Generalisation Bounds in Marcus-Signature RKHS

Receipt and verification

First computed	2026-07-05T09:46:20.328803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba59cb5ce8b3ff68b470937d2300a27ec481be2da52fcef52cd692289fa61778

Aliases

arxiv: 2412.06417 · arxiv_version: 2412.06417v1 · doi: 10.48550/arxiv.2412.06417 · pith_short_12: XJM4WXHIWP7W · pith_short_16: XJM4WXHIWP7WRNDQ · pith_short_8: XJM4WXHI

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/XJM4WXHIWP7WRNDQSN6SGAFCP3 \
  | 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: ba59cb5ce8b3ff68b470937d2300a27ec481be2da52fcef52cd692289fa61778

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2bfee4a6ae666b42f1f877677157d95fcd98929caea7f6d2f3b9d1522134e1d9",
    "cross_cats_sorted": [
      "q-fin.CP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2024-12-09T11:48:07Z",
    "title_canon_sha256": "7075dbfd751517f076484ea5ba317ddcbeb00a43192ac848583e98b631f0b8f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06417",
    "kind": "arxiv",
    "version": 1
  }
}