Pith. sign in
Pith Number

pith:57ZP7XPE

pith:2022:57ZP7XPEGJSRJQ5U5LFAVIQANA
not attested not anchored not stored refs pending

A Novel Transformer Network with Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting

Alabi Bojesomo, Hasan Al Marzouqi, Panos Liatsis

arxiv:2208.01252 v1 · 2022-08-02 · cs.CV

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\usepackage{pith}
\pithnumber{57ZP7XPEGJSRJQ5U5LFAVIQANA}

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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 2026-07-05T04:45:31.419749Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

eff2ffdde4326514c3b4eaca0aa200680f028a647d069875918726bd03fe3e81

Aliases

arxiv: 2208.01252 · arxiv_version: 2208.01252v1 · doi: 10.48550/arxiv.2208.01252 · pith_short_12: 57ZP7XPEGJSR · pith_short_16: 57ZP7XPEGJSRJQ5U · pith_short_8: 57ZP7XPE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/57ZP7XPEGJSRJQ5U5LFAVIQANA \
  | 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: eff2ffdde4326514c3b4eaca0aa200680f028a647d069875918726bd03fe3e81
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "91043e0e2b6b30dfbf634cdcc7978fcda6ec6126af4d9afdfe88cb99cfbd6034",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-08-02T05:04:53Z",
    "title_canon_sha256": "b6d6da398abfac94f274705556e3c2c93e2b33211bb0d57998eff6e43b72043a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.01252",
    "kind": "arxiv",
    "version": 1
  }
}