Pith Number

pith:H7JNVJSQ

pith:2025:H7JNVJSQTFIIAFWSTHVZND5SI3

not attested not anchored not stored refs pending

DEF: Diffusion-augmented Ensemble Forecasting

Ali Baheri, Arielle Carr, David Millard, St\'ephane Gaudreault

arxiv:2506.07324 v1 · 2025-06-08 · cs.LG · physics.ao-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H7JNVJSQTFIIAFWSTHVZND5SI3}

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.

Receipt and verification

First computed	2026-07-05T11:18:25.052115Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3fd2daa65099508016d299eb968fb246fc0fd4bf7d0b861eee1f6ecb547a8adc

Aliases

arxiv: 2506.07324 · arxiv_version: 2506.07324v1 · doi: 10.48550/arxiv.2506.07324 · pith_short_12: H7JNVJSQTFII · pith_short_16: H7JNVJSQTFIIAFWS · pith_short_8: H7JNVJSQ

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/H7JNVJSQTFIIAFWSTHVZND5SI3 \
  | 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: 3fd2daa65099508016d299eb968fb246fc0fd4bf7d0b861eee1f6ecb547a8adc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c17f4330971074d07cf4909a9ea2213a914f17a1fc095d251ba1dcc569b24377",
    "cross_cats_sorted": [
      "physics.ao-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-08T23:43:41Z",
    "title_canon_sha256": "9425a13c0c4e45ede10ea68efa21a4c998d4bc5e09df87a5f733dde159b31399"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07324",
    "kind": "arxiv",
    "version": 1
  }
}