Pith Number

pith:GTUJFPS2

pith:2022:GTUJFPS2YFMJ34T6AAYJTNVNJ2

not attested not anchored not stored refs pending

Increasing the accuracy and resolution of precipitation forecasts using deep generative models

Ilan Price, Stephan Rasp

arxiv:2203.12297 v1 · 2022-03-23 · stat.ML · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GTUJFPS2YFMJ34T6AAYJTNVNJ2}

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 spatio-temporal downscaling of ERA5 precipitation through generative AI

Receipt and verification

First computed	2026-07-05T04:07:57.987834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34e892be5ac1589df27e003099b6ad4e88bfbd09ac953dcab7e4c18f69b38a9f

Aliases

arxiv: 2203.12297 · arxiv_version: 2203.12297v1 · doi: 10.48550/arxiv.2203.12297 · pith_short_12: GTUJFPS2YFMJ · pith_short_16: GTUJFPS2YFMJ34T6 · pith_short_8: GTUJFPS2

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/GTUJFPS2YFMJ34T6AAYJTNVNJ2 \
  | 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: 34e892be5ac1589df27e003099b6ad4e88bfbd09ac953dcab7e4c18f69b38a9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21ab4d11ca1b49a5c769410ad8742658ee6ee91678e2a5420600d52a9a804a76",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-03-23T09:45:12Z",
    "title_canon_sha256": "d6ab6ebf1ab800e3bf53c6204a01a9a68a3e6b2daf19f726a369adbb3c2cb377"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.12297",
    "kind": "arxiv",
    "version": 1
  }
}