Pith Number

pith:F7HJDF4G

pith:2019:F7HJDF4GNR45CIAXOGYD2OM2YZ

not attested not anchored not stored refs pending

A data-driven approach to precipitation parameterizations using convolutional encoder-decoder neural networks

Inaki Inza, Jose A. Lozano, Luigi J. Renzullo, Pablo Rozas Larraondo

arxiv:1903.10274 v1 · 2019-03-25 · 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{F7HJDF4GNR45CIAXOGYD2OM2YZ}

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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

climt-paraformer: Stable Emulation of Convective Parameterization using a Temporal Memory-aware Transformer

Receipt and verification

First computed	2026-05-17T23:50:30.085219Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fce9197866c79d1201771b03d399ac67efa90a1217c242e00624c5c9ac0d557

Aliases

arxiv: 1903.10274 · arxiv_version: 1903.10274v1 · doi: 10.48550/arxiv.1903.10274 · pith_short_12: F7HJDF4GNR45 · pith_short_16: F7HJDF4GNR45CIAX · pith_short_8: F7HJDF4G

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/F7HJDF4GNR45CIAXOGYD2OM2YZ \
  | 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: 2fce9197866c79d1201771b03d399ac67efa90a1217c242e00624c5c9ac0d557

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b047a4e00518455488ef67aafe7311e5664acc1dc5a1517f96a76c169ae72ccc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2019-03-25T12:44:35Z",
    "title_canon_sha256": "0be079cfd122f6c33c0ea791287e83c00ed112659128b6856be85b61a26c64e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.10274",
    "kind": "arxiv",
    "version": 1
  }
}