Pith Number

pith:KMS23SL3

pith:2024:KMS23SL3HKDFOGIRJVRIQVDKTI

not attested not anchored not stored refs pending

Implicit Assimilation of Sparse In Situ Data for Dense & Global Storm Surge Forecasting

Brandon Victor, Federico Serva, Gabriele Meoni, Patrick Ebel, Peter Naylor, Rochelle Schneider

arxiv:2404.05758 v1 · 2024-04-05 · physics.data-an · cs.AI · cs.CV · cs.LG · physics.ao-ph · 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{KMS23SL3HKDFOGIRJVRIQVDKTI}

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.

Receipt and verification

First computed	2026-07-05T08:05:59.226019Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5325adc97b3a865719114d6288546a9a2ca10b40760db551a40a485c3fabde48

Aliases

arxiv: 2404.05758 · arxiv_version: 2404.05758v1 · doi: 10.48550/arxiv.2404.05758 · pith_short_12: KMS23SL3HKDF · pith_short_16: KMS23SL3HKDFOGIR · pith_short_8: KMS23SL3

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/KMS23SL3HKDFOGIRJVRIQVDKTI \
  | 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: 5325adc97b3a865719114d6288546a9a2ca10b40760db551a40a485c3fabde48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "520cd48ee0d824879c5ab2552085c502f1d91482a5701eefd68007f47964e855",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG",
      "physics.ao-ph",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.data-an",
    "submitted_at": "2024-04-05T21:28:56Z",
    "title_canon_sha256": "5f5f6cb5ce56d261d446a7415a69c9ccc39421453faddfa39d421edac7de0ae8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.05758",
    "kind": "arxiv",
    "version": 1
  }
}