Pith. sign in
Pith Number

pith:WEJQMBYW

pith:2022:WEJQMBYWMYCPCF7HXIJG25LGHP
not attested not anchored not stored refs pending

Improving aircraft performance using machine learning: a review

Alessandro Parente, Elisabeth Cross, Esteban Ferrer, Ricardo Vinuesa, Sam Gibson, Soledad Le Clainche

arxiv:2210.11481 v1 · 2022-10-20 · cs.LG · physics.data-an · physics.flu-dyn

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WEJQMBYWMYCPCF7HXIJG25LGHP}

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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.
Receipt and verification
First computed 2026-07-05T07:31:26.087328Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b1130607166604f117e7ba126d75663bd8c7da004cea43754b9a60163a75fd39

Aliases

arxiv: 2210.11481 · arxiv_version: 2210.11481v1 · doi: 10.48550/arxiv.2210.11481 · pith_short_12: WEJQMBYWMYCP · pith_short_16: WEJQMBYWMYCPCF7H · pith_short_8: WEJQMBYW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WEJQMBYWMYCPCF7HXIJG25LGHP \
  | 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: b1130607166604f117e7ba126d75663bd8c7da004cea43754b9a60163a75fd39
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cda33fe7a5872d2e6fbe41ce08be3b858c13e680001b80b8e73155beb2e41672",
    "cross_cats_sorted": [
      "physics.data-an",
      "physics.flu-dyn"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-20T07:16:53Z",
    "title_canon_sha256": "151d95e36f26b2f58dabdd5cdb62c37f3ac39d9c70a9d79ebe1e16247f93f6d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.11481",
    "kind": "arxiv",
    "version": 1
  }
}