Pith. sign in
Pith Number

pith:IGZ3OYTQ

pith:2024:IGZ3OYTQKEKAMOJAUC2BRQ3K4P
not attested not anchored not stored refs pending

DeepMedcast: A Deep Learning Method for Generating Intermediate Weather Forecasts among Multiple NWP Models

Atsushi Kudo

arxiv:2411.10010 v2 · 2024-11-15 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IGZ3OYTQKEKAMOJAUC2BRQ3K4P}

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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 2026-07-05T11:25:05.432766Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

41b3b762705114063920a0b418c36ae3e370b1fa55df3adbc00e39b9c2f6becf

Aliases

arxiv: 2411.10010 · arxiv_version: 2411.10010v2 · doi: 10.48550/arxiv.2411.10010 · pith_short_12: IGZ3OYTQKEKA · pith_short_16: IGZ3OYTQKEKAMOJA · pith_short_8: IGZ3OYTQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IGZ3OYTQKEKAMOJAUC2BRQ3K4P \
  | 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: 41b3b762705114063920a0b418c36ae3e370b1fa55df3adbc00e39b9c2f6becf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ca1fc5644412203d2aaa4b007b54a8530935697629cdac90679601ec51adbe4a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-15T07:42:16Z",
    "title_canon_sha256": "f6f157d025e9640b19883c3c8da111799274217c008fdd9f55191f92db9fa70f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10010",
    "kind": "arxiv",
    "version": 2
  }
}