Pith Number

pith:2DRPGVQZ

pith:2022:2DRPGVQZ6TBB4673VEL62JQLHF

not attested not anchored not stored refs pending

Advancing Reacting Flow Simulations with Data-Driven Models

Alessandro Parente, Axel Coussement, Gianmarco Aversano, Giuseppe D'Alessio, James C. Sutherland, Kamila Zdyba{\l}, Mohammad Rafi Malik

arxiv:2209.02051 v1 · 2022-09-05 · stat.ML · cs.LG · physics.flu-dyn

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

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\usepackage{pith}
\pithnumber{2DRPGVQZ6TBB4673VEL62JQLHF}

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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

Machine learning-based prediction of species mass fraction and flame characteristics in partially premixed turbulent jet flame

Receipt and verification

First computed	2026-07-05T04:54:37.360019Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0e2f35619f4c21e7bfba917ed260b39528fa0f3629d5697ccdc1fa2c2870796

Aliases

arxiv: 2209.02051 · arxiv_version: 2209.02051v1 · doi: 10.48550/arxiv.2209.02051 · pith_short_12: 2DRPGVQZ6TBB · pith_short_16: 2DRPGVQZ6TBB4673 · pith_short_8: 2DRPGVQZ

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/2DRPGVQZ6TBB4673VEL62JQLHF \
  | 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: d0e2f35619f4c21e7bfba917ed260b39528fa0f3629d5697ccdc1fa2c2870796

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7c5ae08df5b08b254b2fe9a38a03197c591ab385dc02debbf0e02401883ebfa",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.flu-dyn"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-09-05T16:48:34Z",
    "title_canon_sha256": "eb5da24c530cc5272f8f782f89f6c280ca87cd4314a351dda1c712943950e165"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.02051",
    "kind": "arxiv",
    "version": 1
  }
}