Pith Number

pith:5PMW4QTN

pith:2020:5PMW4QTNJAUHCGBFPGQXD3FH6H

not attested not anchored not stored refs pending

A Data-driven Market Simulator for Small Data Environments

Ben Wood, Blanka Horvath, Hans B\"uhler, Imanol Perez Arribas, Terry Lyons

arxiv:2006.14498 v1 · 2020-06-21 · q-fin.ST · cs.LG · q-fin.CP · q-fin.MF · 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{5PMW4QTNJAUHCGBFPGQXD3FH6H}

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

3 papers in Pith

Generating Financial Time Series by Matching Random Convolutional Features

Continuous Hidden Markov Models for Equity Returns: Heavy-Tail Emission Families and Regime-Conditional Value-at-Risk

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

Receipt and verification

First computed	2026-07-05T01:13:33.006480Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebd96e426d482871182579a171eca7f1fb005d450cb7d866d5f35989f01d5bd9

Aliases

arxiv: 2006.14498 · arxiv_version: 2006.14498v1 · doi: 10.48550/arxiv.2006.14498 · pith_short_12: 5PMW4QTNJAUH · pith_short_16: 5PMW4QTNJAUHCGBF · pith_short_8: 5PMW4QTN

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/5PMW4QTNJAUHCGBFPGQXD3FH6H \
  | 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: ebd96e426d482871182579a171eca7f1fb005d450cb7d866d5f35989f01d5bd9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa646646fff11fed0953da16b6f4034945312e0b83df39c67c3f56e9e6052b2f",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.CP",
      "q-fin.MF",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2020-06-21T14:04:21Z",
    "title_canon_sha256": "c66f7ffb88759daf27879c1c36a9f3283192ec4addd4ba80b914210ea5b77702"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.14498",
    "kind": "arxiv",
    "version": 1
  }
}