Pith Number

pith:SGLPV3QC

pith:2024:SGLPV3QCPU3CSEOOVWMLXY7FDV

not attested not anchored not stored refs pending

Deep Generative Modeling for Financial Time Series with Application in VaR: A Comparative Review

Lars Ericson, Ping Hu, Rao Fu, Shuang Li, Steve Guo, Xuejun Zhu, Xusi Han

arxiv:2401.10370 v1 · 2024-01-18 · q-fin.CP · cs.LG · q-fin.RM · q-fin.ST

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SGLPV3QCPU3CSEOOVWMLXY7FDV}

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

Probabilistic Multivariate Time Series Forecasting with Diffusion Copulas

Receipt and verification

First computed	2026-07-05T07:35:25.270680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9196faee027d362911cead98bbe3e51d637b472bc97294fe0e5096413f1f5115

Aliases

arxiv: 2401.10370 · arxiv_version: 2401.10370v1 · doi: 10.48550/arxiv.2401.10370 · pith_short_12: SGLPV3QCPU3C · pith_short_16: SGLPV3QCPU3CSEOO · pith_short_8: SGLPV3QC

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/SGLPV3QCPU3CSEOOVWMLXY7FDV \
  | 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: 9196faee027d362911cead98bbe3e51d637b472bc97294fe0e5096413f1f5115

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6174d6a5fd71f6b4b75612ff89b1c08bd55f0945206881abf7ec85a8e51d3fb",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.RM",
      "q-fin.ST"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2024-01-18T20:35:32Z",
    "title_canon_sha256": "2739d38c20e2bcd14a969714cddafcd33feccdd084b3c5df7ac29b5fea85ae7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.10370",
    "kind": "arxiv",
    "version": 1
  }
}