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Pith Number

pith:I2SQDUSQ

pith:2019:I2SQDUSQAKI5YQ2S2MLMA5EGKN
not attested not anchored not stored refs pending

Surrogate Modeling of Aerodynamic Simulations for Multiple Operating Conditions Using Machine Learning

Jean-Christophe Jouhaud, Pierre Sagaut, Romain Dupuis

arxiv:1912.01917 v1 · 2019-12-04 · physics.flu-dyn · physics.comp-ph · physics.data-an

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\usepackage{pith}
\pithnumber{I2SQDUSQAKI5YQ2S2MLMA5EGKN}

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Record completeness

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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.
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First computed 2026-07-05T00:23:55.244957Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

46a501d2500291dc4352d316c07486536adab0014447144151e32c49d20aef19

Aliases

arxiv: 1912.01917 · arxiv_version: 1912.01917v1 · doi: 10.48550/arxiv.1912.01917 · pith_short_12: I2SQDUSQAKI5 · pith_short_16: I2SQDUSQAKI5YQ2S · pith_short_8: I2SQDUSQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/I2SQDUSQAKI5YQ2S2MLMA5EGKN \
  | 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: 46a501d2500291dc4352d316c07486536adab0014447144151e32c49d20aef19
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a8b45319898e9bf0a91f2e82835b6571c451dfb5ff5cbde575c1fb91da5eac45",
    "cross_cats_sorted": [
      "physics.comp-ph",
      "physics.data-an"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.flu-dyn",
    "submitted_at": "2019-12-04T12:10:37Z",
    "title_canon_sha256": "a51bb26e4cdc80482a5a41cb4b33a98d8654a16704061a6439f5360295f7d1fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.01917",
    "kind": "arxiv",
    "version": 1
  }
}