Pith Number

pith:SQKKVZC6

pith:2025:SQKKVZC6CUUQ6SJFRTI7JDMJSF

not attested not anchored not stored refs pending

A Deep Learning Framework Integrating CNN and BiLSTM for Financial Systemic Risk Analysis and Prediction

Jinsong Liu, Yuan Chen, Yu Cheng, Yuhan Wang, Zhenghao Lin, Zhen Xu

arxiv:2502.06847 v1 · 2025-02-07 · cs.LG · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SQKKVZC6CUUQ6SJFRTI7JDMJSF}

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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.

Receipt and verification

First computed	2026-07-05T10:12:28.712164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9414aae45e15290f49258cd1f48d8991551385ece3977d8e9e5e318c48dd52f7

Aliases

arxiv: 2502.06847 · arxiv_version: 2502.06847v1 · doi: 10.48550/arxiv.2502.06847 · pith_short_12: SQKKVZC6CUUQ · pith_short_16: SQKKVZC6CUUQ6SJF · pith_short_8: SQKKVZC6

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/SQKKVZC6CUUQ6SJFRTI7JDMJSF \
  | 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: 9414aae45e15290f49258cd1f48d8991551385ece3977d8e9e5e318c48dd52f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "edc2f13379de2e47b32b27154a1ce4fda4024b993125a0db9c9300b71a040ef7",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-07T07:57:11Z",
    "title_canon_sha256": "6b50696a1912b1ccea403cd272594e854a37c65fe5e52df5eff94d30ace7bf4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06847",
    "kind": "arxiv",
    "version": 1
  }
}