Pith Number

pith:A25MUGBA

pith:2019:A25MUGBAZV57KOX64V342GI62G

not attested not anchored not stored refs pending

Data-driven Neural Architecture Learning For Financial Time-series Forecasting

Alexandros Iosifidis, Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj

arxiv:1903.06751 v1 · 2019-03-05 · cs.LG · cs.CE · q-fin.ST · 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{A25MUGBAZV57KOX64V342GI62G}

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	2026-05-17T23:51:09.136692Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06baca1820cd7bf53afee577cd191ed1a3393a0b9f46ac9f7d2e084d3ed59236

Aliases

arxiv: 1903.06751 · arxiv_version: 1903.06751v1 · doi: 10.48550/arxiv.1903.06751 · pith_short_12: A25MUGBAZV57 · pith_short_16: A25MUGBAZV57KOX6 · pith_short_8: A25MUGBA

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/A25MUGBAZV57KOX64V342GI62G \
  | 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: 06baca1820cd7bf53afee577cd191ed1a3393a0b9f46ac9f7d2e084d3ed59236

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f19dcc6c21d4c6635201140d8519338911308cf781af5a09ddb995cf504bfad8",
    "cross_cats_sorted": [
      "cs.CE",
      "q-fin.ST",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-05T11:32:26Z",
    "title_canon_sha256": "4547e532ef86d804d0f57312f33c45012b9f76939a04467fdd5f0396ca9262cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.06751",
    "kind": "arxiv",
    "version": 1
  }
}