Pith Number

pith:WPOGER2V

pith:2024:WPOGER2V4OFIHPGVPNEU42ZDGA

not attested not anchored not stored refs pending

ACE2: Accurately learning subseasonal to decadal atmospheric variability and forced responses

Anna Kwa, Brian Henn, Christopher S. Bretherton, Elynn Wu, Jeremy McGibbon, Lucas Harris, Oliver Watt-Meyer, Spencer K. Clark, W. Andre Perkins

arxiv:2411.11268 v1 · 2024-11-18 · physics.ao-ph · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WPOGER2V4OFIHPGVPNEU42ZDGA}

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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

3 papers in Pith

Rigorous uncertainty quantification of probabilistic AI weather forecasts with conformal prediction

Physics constraints and response validation in discrete-time reduced-order modeling: from idealized turbulent systems to climate dynamics

Prediction of Drought and Flash Drought in Africa at the Seasonal-to-Subseasonal Scale using the Community Research Earth Digital Intelligence Twin Framework

Receipt and verification

First computed	2026-07-05T09:36:53.917342Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3dc624755e38a83bcd57b494e6b23303bb2c103445f099ccb9ced41c72905d3

Aliases

arxiv: 2411.11268 · arxiv_version: 2411.11268v1 · doi: 10.48550/arxiv.2411.11268 · pith_short_12: WPOGER2V4OFI · pith_short_16: WPOGER2V4OFIHPGV · pith_short_8: WPOGER2V

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/WPOGER2V4OFIHPGVPNEU42ZDGA \
  | 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: b3dc624755e38a83bcd57b494e6b23303bb2c103445f099ccb9ced41c72905d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "426a2fd4e6c6d0b49b454d4ac0d759a1f69a3576e60303d9fb25f45d538f4658",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2024-11-18T03:57:07Z",
    "title_canon_sha256": "05b282ed354760f7aefcd174388dfc9ad86e8fc9ae4b6b0c651fca39d300b9f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11268",
    "kind": "arxiv",
    "version": 1
  }
}