Pith Number

pith:TKVT6KBY

pith:2024:TKVT6KBYOD3JRL6FCHWBIXOJP7

not attested not anchored not stored refs pending

Advancing Financial Risk Prediction Through Optimized LSTM Model Performance and Comparative Analysis

Jue Xiao, Junjie Guo, Ke Xu, Mengfang Sun, Shiqing Long, Yu Cheng

arxiv:2405.20603 v1 · 2024-05-31 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TKVT6KBYOD3JRL6FCHWBIXOJP7}

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	2026-07-05T08:25:39.749304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9aab3f283870f698afc511ec145dc97ffb9cb1fc0b52cf01fc91a66226257f72

Aliases

arxiv: 2405.20603 · arxiv_version: 2405.20603v1 · doi: 10.48550/arxiv.2405.20603 · pith_short_12: TKVT6KBYOD3J · pith_short_16: TKVT6KBYOD3JRL6F · pith_short_8: TKVT6KBY

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/TKVT6KBYOD3JRL6FCHWBIXOJP7 \
  | 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: 9aab3f283870f698afc511ec145dc97ffb9cb1fc0b52cf01fc91a66226257f72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e44bba5b1bb1fc2b526a16fc93552ac9280073c8e04c31f44015637c68a29fec",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-31T03:31:17Z",
    "title_canon_sha256": "caa794ecc12e2aa84c179d5e141b055c54acfb0606e08d030823a79775c5cb06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20603",
    "kind": "arxiv",
    "version": 1
  }
}