Pith Number

pith:MMTPRKBM

pith:2024:MMTPRKBMP7TCAVSGUEOVSOUE56

not attested not anchored not stored refs pending

Global atmospheric data assimilation with multi-modal masked autoencoders

Chris Hartshorn, Daniel McDuff, Kate Duffy, Thomas J. Vandal, Yoni Nachmany

arxiv:2407.11696 v1 · 2024-07-16 · 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{MMTPRKBMP7TCAVSGUEOVSOUE56}

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

Global reanalysis from observations alone with machine learning

Receipt and verification

First computed	2026-07-05T08:44:28.081384Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6326f8a82c7fe6205646a11d593a84ef9e0f8d8ee720f3cc13c892c198636ccd

Aliases

arxiv: 2407.11696 · arxiv_version: 2407.11696v1 · doi: 10.48550/arxiv.2407.11696 · pith_short_12: MMTPRKBMP7TC · pith_short_16: MMTPRKBMP7TCAVSG · pith_short_8: MMTPRKBM

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/MMTPRKBMP7TCAVSGUEOVSOUE56 \
  | 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: 6326f8a82c7fe6205646a11d593a84ef9e0f8d8ee720f3cc13c892c198636ccd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14c616e5af1521d009ad5a1ba73514b9401be77dc02ddfc4d841d0cb9198eb23",
    "cross_cats_sorted": [
      "physics.ao-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-16T13:15:51Z",
    "title_canon_sha256": "e6b2e289cc5ba54c8621b99e158fc75b72a3754f9d7528ba6ef21cd0df96b54a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.11696",
    "kind": "arxiv",
    "version": 1
  }
}