Pith Number

pith:2URVVMRV

pith:2023:2URVVMRVZICOZZ2ABYT5C2UOPU

not attested not anchored not stored refs pending

Harnessing machine learning for accurate treatment of overlapping opacity species in general circulation models

Aaron David Schneider, Christiane Helling, Gilles Louppe, Leen Decin, Ludmila Carone, Paul Molli\`ere, Uffe Gr{\aa}e J{\o}rgensen

arxiv:2311.00775 v3 · 2023-11-01 · astro-ph.EP · 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{2URVVMRVZICOZZ2ABYT5C2UOPU}

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	2026-07-05T07:20:54.765160Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5235ab235ca04ece7400e27d16a8e7d0d058c7b6cdb94ae3f565ee404c48de1

Aliases

arxiv: 2311.00775 · arxiv_version: 2311.00775v3 · doi: 10.48550/arxiv.2311.00775 · pith_short_12: 2URVVMRVZICO · pith_short_16: 2URVVMRVZICOZZ2A · pith_short_8: 2URVVMRV

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/2URVVMRVZICOZZ2ABYT5C2UOPU \
  | 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: d5235ab235ca04ece7400e27d16a8e7d0d058c7b6cdb94ae3f565ee404c48de1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b1990d768706eb33c77f00d8c7e479b4815568f457eff095573399a7e64c83d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.EP",
    "submitted_at": "2023-11-01T18:38:31Z",
    "title_canon_sha256": "f698adb9202e48654a8437de949372688a38d55f732922574da5a6cbd80c6af7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.00775",
    "kind": "arxiv",
    "version": 3
  }
}