Pith Number

pith:VNTXOKJL

pith:2024:VNTXOKJL5US25MWIOTQ67UWMNT

not attested not anchored not stored refs pending

MCI-GRU: Stock Prediction Model Based on Multi-Head Cross-Attention and Improved GRU

Dawei Cheng, Peng Zhu, Qinyuan Liu, Sheng Xiang, Yifan Hu, Yuante Li, Yuqi Liang

arxiv:2410.20679 v3 · 2024-09-25 · q-fin.ST · cs.LG · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VNTXOKJL5US25MWIOTQ67UWMNT}

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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

FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting

Receipt and verification

First computed	2026-07-05T11:59:08.444965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab6777292bed25aeb2c874e1efd2cc6ccab643439c9cb98987e1c7e8230fa68a

Aliases

arxiv: 2410.20679 · arxiv_version: 2410.20679v3 · doi: 10.48550/arxiv.2410.20679 · pith_short_12: VNTXOKJL5US2 · pith_short_16: VNTXOKJL5US25MWI · pith_short_8: VNTXOKJL

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/VNTXOKJL5US25MWIOTQ67UWMNT \
  | 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: ab6777292bed25aeb2c874e1efd2cc6ccab643439c9cb98987e1c7e8230fa68a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "510ff8562c17739efe06648d03ca98130ac2bc13f42f864cbec7aa72a3edcb79",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2024-09-25T14:37:49Z",
    "title_canon_sha256": "d10c04b558271c3e6f7a60b885cacd7feb5dce633c271d8383b91350c42856f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20679",
    "kind": "arxiv",
    "version": 3
  }
}