Pith. sign in
Pith Number

pith:EHCZTTQC

pith:2024:EHCZTTQCMEY7Q4CCC5SWNMPFLN
not attested not anchored not stored refs pending

CESAR: A Convolutional Echo State AutoencodeR for High-Resolution Wind Forecasting

Matthew Bonas, Paola Crippa, Paolo Giani, Stefano Castruccio

arxiv:2412.10578 v1 · 2024-12-13 · stat.AP · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{EHCZTTQCMEY7Q4CCC5SWNMPFLN}

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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 2026-07-05T09:49:17.968049Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

21c599ce026131f87042176566b1e55b60ba4a34f3c6e807ff341e1892fae2c0

Aliases

arxiv: 2412.10578 · arxiv_version: 2412.10578v1 · doi: 10.48550/arxiv.2412.10578 · pith_short_12: EHCZTTQCMEY7 · pith_short_16: EHCZTTQCMEY7Q4CC · pith_short_8: EHCZTTQC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EHCZTTQCMEY7Q4CCC5SWNMPFLN \
  | 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: 21c599ce026131f87042176566b1e55b60ba4a34f3c6e807ff341e1892fae2c0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "abf2b105fafd52f9112fb028fad6bf3b6c8fe569d7d790b24076909c44bde97d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2024-12-13T21:41:59Z",
    "title_canon_sha256": "f2e9bbb1c6bb9bb1a7f1dacf993178754b7b9658bf6eb1ceac7001a536bb4a38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10578",
    "kind": "arxiv",
    "version": 1
  }
}