Pith. sign in
Pith Number

pith:EBFOQIZC

pith:2024:EBFOQIZCNXW4DUOAE2MCU5ZFFF
not attested not anchored not stored refs pending

Modeling High-Resolution Spatio-Temporal Wind with Deep Echo State Networks and Stochastic Partial Differential Equations

Kesen Wang, Marc G. Genton, Minwoo Kim, Stefano Castruccio

arxiv:2412.07265 v1 · 2024-12-10 · stat.ML · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{EBFOQIZCNXW4DUOAE2MCU5ZFFF}

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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 2026-07-05T09:47:07.072328Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

204ae823226dedc1d1c026982a7725297014b899d674352617af1859a6875067

Aliases

arxiv: 2412.07265 · arxiv_version: 2412.07265v1 · doi: 10.48550/arxiv.2412.07265 · pith_short_12: EBFOQIZCNXW4 · pith_short_16: EBFOQIZCNXW4DUOA · pith_short_8: EBFOQIZC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EBFOQIZCNXW4DUOAE2MCU5ZFFF \
  | 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: 204ae823226dedc1d1c026982a7725297014b899d674352617af1859a6875067
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "66707583294533685a5612be7a219136a679a5f6997371b373e2636a8a893235",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-12-10T07:45:56Z",
    "title_canon_sha256": "42dc908734927e4985dd76f78c736a1d959b5239684f3ce161082e9d772e5fb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07265",
    "kind": "arxiv",
    "version": 1
  }
}