Pith Number

pith:YSXGVRLQ

pith:2025:YSXGVRLQI62QLUIYZ43IFUTZTU

not attested not anchored not stored refs pending

Integrating Spatiotemporal Features in LSTM for Spatially Informed COVID-19 Hospitalization Forecasting

Benjamin Lucas, Hamidreza Zoraghein, Morteza Karimzadeh, Thoai D. Ngo, Zhongying Wang

arxiv:2506.05752 v2 · 2025-06-06 · 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{YSXGVRLQI62QLUIYZ43IFUTZTU}

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	2026-07-05T11:37:44.961502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4ae6ac57047b505d118cf3682d2799d1bbb1bf543a8cbf4348209a608c318f8

Aliases

arxiv: 2506.05752 · arxiv_version: 2506.05752v2 · doi: 10.48550/arxiv.2506.05752 · pith_short_12: YSXGVRLQI62Q · pith_short_16: YSXGVRLQI62QLUIY · pith_short_8: YSXGVRLQ

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/YSXGVRLQI62QLUIYZ43IFUTZTU \
  | 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: c4ae6ac57047b505d118cf3682d2799d1bbb1bf543a8cbf4348209a608c318f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c2d3870e97e32b6cd3c3ecbb72ae8e80590e8a564ed4bc00daf1ab7b51fffd97",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-06T05:22:11Z",
    "title_canon_sha256": "bbfd64ed1f8f49e52b7775e726d7cb4265003d65f70904ceeeda637fb0c36c25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05752",
    "kind": "arxiv",
    "version": 2
  }
}