Pith Number

pith:2XWYYGMU

pith:2023:2XWYYGMUKHNDL2MS4MQYCKNORC

not attested not anchored not stored refs pending

Algorithmic Hallucinations of Near-Surface Winds: Statistical Downscaling with Generative Adversarial Networks to Convection-Permitting Scales

Adam H. Monahan, Alex J. Cannon, Nicolaas J. Annau

arxiv:2302.08720 v3 · 2023-02-17 · physics.ao-ph · cs.AI · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2XWYYGMUKHNDL2MS4MQYCKNORC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

1 paper in Pith

Multidimensional Distributional Neural Network Output Demonstrated in Super-Resolution of Surface Wind Speed

Receipt and verification

First computed	2026-07-05T06:51:48.194842Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5ed8c199451da35e992e3218129ae88812420257489be7145872d1ced69328b

Aliases

arxiv: 2302.08720 · arxiv_version: 2302.08720v3 · doi: 10.48550/arxiv.2302.08720 · pith_short_12: 2XWYYGMUKHND · pith_short_16: 2XWYYGMUKHNDL2MS · pith_short_8: 2XWYYGMU

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/2XWYYGMUKHNDL2MS4MQYCKNORC \
  | 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: d5ed8c199451da35e992e3218129ae88812420257489be7145872d1ced69328b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b5a9b93ce0aef64ad89c5ef3923ef2b8c9f604aac84e165fb4524c56f263a67",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2023-02-17T06:29:12Z",
    "title_canon_sha256": "e41570f4869f37e65c870a27357ec8b074679407a005818f4e08aeeebff88da6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08720",
    "kind": "arxiv",
    "version": 3
  }
}