Pith Number

pith:7QHTUIRY

pith:2025:7QHTUIRYQ24ZABXEVYLRHMCAJU

not attested not anchored not stored refs pending

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes

Benedikt Barthel Sorensen, Mengze Wang, Themistoklis Sapsis

arxiv:2508.15196 v1 · 2025-08-21 · physics.comp-ph · cs.LG · nlin.CD

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7QHTUIRYQ24ZABXEVYLRHMCAJU}

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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.

Cited by

4 papers in Pith

Optimal scenario design for climate emulation

Rigorous uncertainty quantification of probabilistic AI weather forecasts with conformal prediction

Score-based generative emulation of impact-relevant Earth system model outputs

Tyche: One Step Flow for Efficient Probabilistic Weather Forecasting

Receipt and verification

First computed	2026-07-05T11:57:08.121962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc0f3a223886b99006e4ae1713b0404d2067d54f9a8639b098c5691418173816

Aliases

arxiv: 2508.15196 · arxiv_version: 2508.15196v1 · doi: 10.48550/arxiv.2508.15196 · pith_short_12: 7QHTUIRYQ24Z · pith_short_16: 7QHTUIRYQ24ZABXE · pith_short_8: 7QHTUIRY

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/7QHTUIRYQ24ZABXEVYLRHMCAJU \
  | 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: fc0f3a223886b99006e4ae1713b0404d2067d54f9a8639b098c5691418173816

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae56f01bc4df3bfaad2d98f53628d55c87637f4298aa38f5e766513c955b0229",
    "cross_cats_sorted": [
      "cs.LG",
      "nlin.CD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2025-08-21T03:14:25Z",
    "title_canon_sha256": "0bc0d4e3bc59c9d4dbf2462165003e5a4b847d6c641f61cc96b8f411ffb8cad3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.15196",
    "kind": "arxiv",
    "version": 1
  }
}