Pith Number

pith:5NQOQLQK

pith:2025:5NQOQLQK7U4BDIJN3GHETPM723

not attested not anchored not stored refs pending

The Equilibrium Response of Atmospheric Machine-Learning Models to Uniform Sea Surface Temperature Warming

Bosong Zhang, Timothy M. Merlis

arxiv:2510.02415 v3 · 2025-10-02 · physics.ao-ph · 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{5NQOQLQK7U4BDIJN3GHETPM723}

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

4 papers in Pith

Water vapor buoyancy and the African easterly jet

A PMP-inspired Evaluation Framework for Assessing Deep-Learning Earth System Models

Physics and causally constrained discrete-time neural models of turbulent dynamical systems

A PMP-inspired Evaluation Framework for Assessing Deep-Learning Earth System Models

Receipt and verification

First computed	2026-06-05T01:15:16.678286Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb60e82e0afd3811a12dd98e49bd9fd6fd8beca03e3d2b68a1ec0977bfe68164

Aliases

arxiv: 2510.02415 · arxiv_version: 2510.02415v3 · doi: 10.48550/arxiv.2510.02415 · pith_short_12: 5NQOQLQK7U4B · pith_short_16: 5NQOQLQK7U4BDIJN · pith_short_8: 5NQOQLQK

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/5NQOQLQK7U4BDIJN3GHETPM723 \
  | 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: eb60e82e0afd3811a12dd98e49bd9fd6fd8beca03e3d2b68a1ec0977bfe68164

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec8636a20999bcc18c7cdaaabb6e13d55365d0240c1a7eb8154163484e0441da",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2025-10-02T13:42:37Z",
    "title_canon_sha256": "779a40d423f06d60a0b3173e8354578f813f2ff9f2487ec8235130192c8b576a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.02415",
    "kind": "arxiv",
    "version": 3
  }
}