Pith Number

pith:BQID2MD5

pith:2021:BQID2MD5U3BTML3V6XGSA5LJTE

not attested not anchored not stored refs pending

Generative Adversarial Networks in finance: an overview

Florian Eckerli, Joerg Osterrieder

arxiv:2106.06364 v2 · 2021-06-11 · q-fin.CP · q-fin.GN

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BQID2MD5U3BTML3V6XGSA5LJTE}

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

2 papers in Pith

Hybrid Quantum-Classical Generative Adversarial Networks with Transfer Learning

Quantum generative modeling for financial time series with temporal correlations

Receipt and verification

First computed	2026-07-05T02:55:16.343523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c103d307da6c3362f75f5cd2075699927f96bbbc59d4c35d8f7c76a7b3f61be

Aliases

arxiv: 2106.06364 · arxiv_version: 2106.06364v2 · doi: 10.48550/arxiv.2106.06364 · pith_short_12: BQID2MD5U3BT · pith_short_16: BQID2MD5U3BTML3V · pith_short_8: BQID2MD5

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/BQID2MD5U3BTML3V6XGSA5LJTE \
  | 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: 0c103d307da6c3362f75f5cd2075699927f96bbbc59d4c35d8f7c76a7b3f61be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e73f5700c1fd519aaabca58203c02b80f2f90c750d1c8537c4b5ef635955a6f",
    "cross_cats_sorted": [
      "q-fin.GN"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2021-06-11T13:05:48Z",
    "title_canon_sha256": "2845d768473daa5c5715e7200130bc846e36ce26a31e7091a7755707f6baa4fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.06364",
    "kind": "arxiv",
    "version": 2
  }
}