Pith Number

pith:R6S7RAGD

pith:2024:R6S7RAGDA7PAPIBCBZ22VGMFFM

not attested not anchored not stored refs pending

Concerning the Use of Turbulent Flow Data for Machine Learning

Alex Skillen, Alistair Revell, Ma{\l}gorzata J. Zimo\'n, Mohammed Sardar, Samuel Draycott

arxiv:2412.06050 v1 · 2024-12-08 · physics.flu-dyn

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R6S7RAGDA7PAPIBCBZ22VGMFFM}

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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

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit

Receipt and verification

First computed	2026-07-05T09:46:13.789362Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8fa5f880c307de07a0220e75aa99852b1a09012525674c392d0306f5f134bf58

Aliases

arxiv: 2412.06050 · arxiv_version: 2412.06050v1 · doi: 10.48550/arxiv.2412.06050 · pith_short_12: R6S7RAGDA7PA · pith_short_16: R6S7RAGDA7PAPIBC · pith_short_8: R6S7RAGD

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/R6S7RAGDA7PAPIBCBZ22VGMFFM \
  | 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: 8fa5f880c307de07a0220e75aa99852b1a09012525674c392d0306f5f134bf58

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c107d1523393a9d79259dee22ee7221f4d5af2aa2dfa77a2258ada33d9f605b3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "physics.flu-dyn",
    "submitted_at": "2024-12-08T20:05:03Z",
    "title_canon_sha256": "acb6291270f217d4c2b13186faa4f8ff6bb72950a60e5bb43359643db05ce900"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06050",
    "kind": "arxiv",
    "version": 1
  }
}