Pith Number

pith:J327VBSH

pith:2024:J327VBSHYOYFS2X7FWU6GHSFC5

not attested not anchored not stored refs pending

APS-LSTM: Exploiting Multi-Periodicity and Diverse Spatial Dependencies for Flood Forecasting

Jiamin Lu, Jun Feng, Pingping Shao, Xueyi Liu

arxiv:2412.06835 v1 · 2024-12-07 · 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{J327VBSHYOYFS2X7FWU6GHSFC5}

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	2026-07-05T09:46:57.948246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ef5fa8647c3b0596aff2da9e31e4517471a0a519d757266c31884ba78295ff5

Aliases

arxiv: 2412.06835 · arxiv_version: 2412.06835v1 · doi: 10.48550/arxiv.2412.06835 · pith_short_12: J327VBSHYOYF · pith_short_16: J327VBSHYOYFS2X7 · pith_short_8: J327VBSH

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/J327VBSHYOYFS2X7FWU6GHSFC5 \
  | 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: 4ef5fa8647c3b0596aff2da9e31e4517471a0a519d757266c31884ba78295ff5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58773e334cdf5663b1200f8c34b61b550ad604153ec14a5d4a3ade34590a8297",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-07T03:02:16Z",
    "title_canon_sha256": "d218aad6433bba680c728924d7eb32966e831030d46d379c491888decc6204f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06835",
    "kind": "arxiv",
    "version": 1
  }
}