Pith Number

pith:E4Y3TGFH

pith:2024:E4Y3TGFHVF2O2FO3NMB3LEBXCL

not attested not anchored not stored refs pending

Machine-learning prediction of tipping with applications to the Atlantic Meridional Overturning Circulation

Bryan Glaz, Ling-Wei Kong, Mohammadamin Moradi, Mulugeta Haile, Shirin Panahi, Ying-Cheng Lai, Zheng-Meng Zhai

arxiv:2402.14877 v2 · 2024-02-21 · physics.ao-ph · cs.LG · math.DS · physics.data-an · physics.pop-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{E4Y3TGFHVF2O2FO3NMB3LEBXCL}

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

Unsupervised learning for anticipating critical transitions

Receipt and verification

First computed	2026-07-05T09:21:41.864451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2731b998a7a974ed15db6b03b5903712c064507db2b53ec0139d51bba9991308

Aliases

arxiv: 2402.14877 · arxiv_version: 2402.14877v2 · doi: 10.48550/arxiv.2402.14877 · pith_short_12: E4Y3TGFHVF2O · pith_short_16: E4Y3TGFHVF2O2FO3 · pith_short_8: E4Y3TGFH

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/E4Y3TGFHVF2O2FO3NMB3LEBXCL \
  | 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: 2731b998a7a974ed15db6b03b5903712c064507db2b53ec0139d51bba9991308

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9b86978a120d3e6f7a33732e97138dcb532bb911a03255c83b806a65326cf40",
    "cross_cats_sorted": [
      "cs.LG",
      "math.DS",
      "physics.data-an",
      "physics.pop-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2024-02-21T20:59:19Z",
    "title_canon_sha256": "1e304ece55e508bbedc6d392a1374181bf87aee8f4fa819fafe56e771a9ec9e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.14877",
    "kind": "arxiv",
    "version": 2
  }
}