Pith Number

pith:E42RBOAK

pith:2024:E42RBOAKUNEKXZB2GPUQKIGJSL

not attested not anchored not stored refs pending

Extreme Precipitation Nowcasting using Transformer-based Generative Models

Ankush Roy, Cristian Meo, Junzhe Yin, Justin Dauwels, Mircea Lic\u{a}, Remko Uijlenhoet, Ruben Imhoff, Yanbo Wang, Zeineb Bou Che

arxiv:2403.03929 v1 · 2024-03-06 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E42RBOAKUNEKXZB2GPUQKIGJSL}

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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

PixelFlowCast: Latent-Free Precipitation Nowcasting via Pixel Mean Flows

Receipt and verification

First computed	2026-07-05T07:53:03.774628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

273510b80aa348abe43a33e90520c992e16db6d607a874f1399b3d435fcc6c75

Aliases

arxiv: 2403.03929 · arxiv_version: 2403.03929v1 · doi: 10.48550/arxiv.2403.03929 · pith_short_12: E42RBOAKUNEK · pith_short_16: E42RBOAKUNEKXZB2 · pith_short_8: E42RBOAK

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/E42RBOAKUNEKXZB2GPUQKIGJSL \
  | 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: 273510b80aa348abe43a33e90520c992e16db6d607a874f1399b3d435fcc6c75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22e3d98c568428fe550d29fe36cb876674e33062818d7545c83265b29afdfb0a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-06T18:39:41Z",
    "title_canon_sha256": "f8ede771aa02ab275c08fd6875213e7095f7d51a5e70abb06c22ac7d78162773"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03929",
    "kind": "arxiv",
    "version": 1
  }
}