Pith. sign in
Pith Number

pith:5EYN6TJL

pith:2024:5EYN6TJLKG6D7N72434OQREPIF
not attested not anchored not stored refs pending

Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data

Adrian Lago, Bryce Turney, Eric Rappin, Li Chen, Lu Peng, M. Hassan Najafi, Nian-Feng Tzeng, Paul Darby, Purushottam Sigdel, Sercan Aygun, Sytske Kimball, Xu Yuan, Yazhou Tu, Yihe Zhang

arxiv:2412.10450 v2 · 2024-12-11 · physics.ao-ph · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5EYN6TJLKG6D7N72434OQREPIF}

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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 2026-07-05T10:12:24.264932Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e930df4d2b51bc3fb7fae6f8e8448f415be85e524061e9f128380f7b1cd9bc9a

Aliases

arxiv: 2412.10450 · arxiv_version: 2412.10450v2 · doi: 10.48550/arxiv.2412.10450 · pith_short_12: 5EYN6TJLKG6D · pith_short_16: 5EYN6TJLKG6D7N72 · pith_short_8: 5EYN6TJL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5EYN6TJLKG6D7N72434OQREPIF \
  | 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: e930df4d2b51bc3fb7fae6f8e8448f415be85e524061e9f128380f7b1cd9bc9a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "78a6d096367fae0148f4da788170da3a9cab2bff7abbe60bad3b29dbdbf7499b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2024-12-11T23:55:38Z",
    "title_canon_sha256": "6780b2e72951fbe48fc99d813ccf986a9c195fd776550c367900310b0a989629"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10450",
    "kind": "arxiv",
    "version": 2
  }
}