Pith Number

pith:UBQZXZVU

pith:2024:UBQZXZVU4CKMS3L3CIP45UUWCK

not attested not anchored not stored refs pending

Efficient Active Flow Control Strategy for Confined Square Cylinder Wake Using Deep Learning-Based Surrogate Model and Reinforcement Learning

Haifeng Zhou, Heechang Lim, Linqi Yu, Meng Zhang, Minze Xu, Mustafa Z. Yousif

arxiv:2408.14232 v1 · 2024-08-26 · 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{UBQZXZVU4CKMS3L3CIP45UUWCK}

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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

Physics-guided surrogate learning enables zero-shot control of turbulent wings

Receipt and verification

First computed	2026-07-05T08:59:18.056768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0619be6b4e094c96d7b121fced2961280c9626cf0dc321e14a5b28ef3649559

Aliases

arxiv: 2408.14232 · arxiv_version: 2408.14232v1 · doi: 10.48550/arxiv.2408.14232 · pith_short_12: UBQZXZVU4CKM · pith_short_16: UBQZXZVU4CKMS3L3 · pith_short_8: UBQZXZVU

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/UBQZXZVU4CKMS3L3CIP45UUWCK \
  | 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: a0619be6b4e094c96d7b121fced2961280c9626cf0dc321e14a5b28ef3649559

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0692f44e736733cc00a08a5d1fc0cbc6f351133101aa757fcd365c29b472630",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "physics.flu-dyn",
    "submitted_at": "2024-08-26T12:48:10Z",
    "title_canon_sha256": "a97b5e483d002097ab1050651082a35b3590a42c8dbda4853f19cdf79c514a02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.14232",
    "kind": "arxiv",
    "version": 1
  }
}