Pith Number

pith:A6HWGYEQ

pith:2024:A6HWGYEQQTLB37DQLOSUALUWP3

not attested not anchored not stored refs pending

Aardvark weather: end-to-end data-driven weather forecasting

Anna Vaughan, James Requeima, J. Scott Hosking, Matthew Chantry, Michael Herzog, Nicholas D. Lane, Richard E. Turner, Stratis Markou, Tom R. Andersson, Wessel P. Bruinsma, Will Tebbutt

arxiv:2404.00411 v3 · 2024-03-30 · physics.ao-ph · 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{A6HWGYEQQTLB37DQLOSUALUWP3}

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

2 papers in Pith

Transformer Neural Processes - Kernel Regression

Earth System Foundation Model (ESFM): A unified framework for heterogeneous data integration and forecasting

Receipt and verification

First computed	2026-07-05T08:43:27.706443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

078f63609084d61dfc705ba5402e967ee3f652bbd1e66d115185df33e379ce1f

Aliases

arxiv: 2404.00411 · arxiv_version: 2404.00411v3 · doi: 10.48550/arxiv.2404.00411 · pith_short_12: A6HWGYEQQTLB · pith_short_16: A6HWGYEQQTLB37DQ · pith_short_8: A6HWGYEQ

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/A6HWGYEQQTLB37DQLOSUALUWP3 \
  | 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: 078f63609084d61dfc705ba5402e967ee3f652bbd1e66d115185df33e379ce1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "227a227b1edbe8dd11852effcf68d2c0cbbb563b08a2779a78e34b59c400333a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2024-03-30T16:41:24Z",
    "title_canon_sha256": "82c26a19808baa05081f50a93a65157d3d86a78f0db492baa4ebf33b7c32368c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.00411",
    "kind": "arxiv",
    "version": 3
  }
}