Pith Number

pith:5JRAJY4L

pith:2024:5JRAJY4LCKK47EFRTPCPJI7JDF

not attested not anchored not stored refs pending

Predicting Liquidity Coverage Ratio with Gated Recurrent Units: A Deep Learning Model for Risk Management

Hongju Ouyang, Jingming Pan, Mohan Jiang, Siyuan Han, Yuan Chen, Zhen Xu

arxiv:2410.19211 v1 · 2024-10-24 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5JRAJY4LCKK47EFRTPCPJI7JDF}

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	2026-07-05T09:25:53.343727Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea6204e38b1295cf90b19bc4f4a3e9195e9f889c6300c10145eb159998c09d08

Aliases

arxiv: 2410.19211 · arxiv_version: 2410.19211v1 · doi: 10.48550/arxiv.2410.19211 · pith_short_12: 5JRAJY4LCKK4 · pith_short_16: 5JRAJY4LCKK47EFR · pith_short_8: 5JRAJY4L

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/5JRAJY4LCKK47EFRTPCPJI7JDF \
  | 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: ea6204e38b1295cf90b19bc4f4a3e9195e9f889c6300c10145eb159998c09d08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef065662c92ec624447f1c32a88490be7b6f05dca3cccf1db1359afee1de921d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-24T23:43:50Z",
    "title_canon_sha256": "4ee5ad8d22a1df904cb63e41b0daf7aee6fc91b4b3e304dd70d76ac944d00ff5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19211",
    "kind": "arxiv",
    "version": 1
  }
}