Pith Number

pith:OECJPPVC

pith:2023:OECJPPVCWHHJ4LAZ6RP7DAIVEL

not attested not anchored not stored refs pending

Learning bias corrections for climate models using deep neural operators

Aniruddha Bora, Bryce Harrop, George Em Karniadakis, Khemraj Shukla, Ruby Leung, Shixuan Zhang

arxiv:2302.03173 v1 · 2023-02-07 · physics.ao-ph · cs.AI · physics.comp-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{OECJPPVCWHHJ4LAZ6RP7DAIVEL}

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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

CERA: A Framework for Improved Generalization of Machine Learning Models to Changed Climates

Receipt and verification

First computed	2026-07-05T05:39:34.589626Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

710497bea2b1ce9e2c19f45ff1811522ebc51b0d67dcf2cf9cfc4c05881138a1

Aliases

arxiv: 2302.03173 · arxiv_version: 2302.03173v1 · doi: 10.48550/arxiv.2302.03173 · pith_short_12: OECJPPVCWHHJ · pith_short_16: OECJPPVCWHHJ4LAZ · pith_short_8: OECJPPVC

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/OECJPPVCWHHJ4LAZ6RP7DAIVEL \
  | 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: 710497bea2b1ce9e2c19f45ff1811522ebc51b0d67dcf2cf9cfc4c05881138a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0dca152bbe8a58a78d3182835a0f8da1e5d593d4e4eb1d08a9ea3bff1314519c",
    "cross_cats_sorted": [
      "cs.AI",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2023-02-07T00:21:00Z",
    "title_canon_sha256": "64298326f56ac1b72b305b94a80db944798bcf90fd8c98f9e3283e07a5039662"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.03173",
    "kind": "arxiv",
    "version": 1
  }
}