Pith Number

pith:Y6JIG24F

pith:2021:Y6JIG24FVHWSWWSF5WYOZY6FE4

not attested not anchored not stored refs pending

Skillful Precipitation Nowcasting using Deep Generative Models of Radar

Aidan Clark, Alberto Arribas, Amol Mandhane, Andrew Brock, Dmitry Kangin, Ellen Clancy, Karel Lenc, Karen Simonyan, Maria Athanassiadou, Matthew Willson, Megan Fitzsimons, Niall Robinson, Piotr Mirowski, Rachel Prudden, Raia Hadsell, Remi Lam, Sam Madge, Shakir Mohamed, Sheleem Kashem, Suman Ravuri

arxiv:2104.00954 v1 · 2021-04-02 · 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{Y6JIG24FVHWSWWSF5WYOZY6FE4}

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	2026-07-05T03:27:56.834413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c792836b85a9ed2b5a45edb0ece3c52739dfaab51ac6935cbc7fafa9f5f1100a

Aliases

arxiv: 2104.00954 · arxiv_version: 2104.00954v1 · doi: 10.48550/arxiv.2104.00954 · pith_short_12: Y6JIG24FVHWS · pith_short_16: Y6JIG24FVHWSWWSF · pith_short_8: Y6JIG24F

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/Y6JIG24FVHWSWWSF5WYOZY6FE4 \
  | 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: c792836b85a9ed2b5a45edb0ece3c52739dfaab51ac6935cbc7fafa9f5f1100a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c901a604a5d4db70057b56735724bb8666ba82dd1cfc93a669a15af8d14faa8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-02T09:29:03Z",
    "title_canon_sha256": "da9d453f293d0ae7d8c117f7cb738dd9967acd455de693139f854da9e76b2452"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.00954",
    "kind": "arxiv",
    "version": 1
  }
}