Pith Number

pith:CGYIKCXT

pith:2021:CGYIKCXTZOCVCNAXD3R2NAZGPZ

not attested not anchored not stored refs pending

Towards Realistic Market Simulations: a Generative Adversarial Networks Approach

Andrea Coletta, Aymeric Moulin, Emanuele Mercanti, Matteo Prata, Michele Conti, Novella Bartolini, Svitlana Vyetrenko, Tucker Balch

arxiv:2110.13287 v1 · 2021-10-25 · cs.AI · cs.CE · cs.LG · cs.MA · q-fin.TR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CGYIKCXTZOCVCNAXD3R2NAZGPZ}

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	2026-07-05T03:25:36.937397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11b0850af3cb855134171ee3a683267e6ec31af09954273c889589cc838da224

Aliases

arxiv: 2110.13287 · arxiv_version: 2110.13287v1 · doi: 10.48550/arxiv.2110.13287 · pith_short_12: CGYIKCXTZOCV · pith_short_16: CGYIKCXTZOCVCNAX · pith_short_8: CGYIKCXT

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/CGYIKCXTZOCVCNAXD3R2NAZGPZ \
  | 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: 11b0850af3cb855134171ee3a683267e6ec31af09954273c889589cc838da224

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe6ee99491be5466ed5dfa10745c5fc385373661832094242d26ddda0d7ae075",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.LG",
      "cs.MA",
      "q-fin.TR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-10-25T22:01:07Z",
    "title_canon_sha256": "3a84e6d2a0f9269d7b859a38477caa87907c0bd375de091d4ea9c2d014e15b2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.13287",
    "kind": "arxiv",
    "version": 1
  }
}