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Pith
Pith Number

pith:GGVL6REF

pith:2022:GGVL6REFGAIAWFAAFPFADXGYSO
not attested not anchored not stored refs pending

A machine learning accelerated inverse design of underwater acoustic polyurethane coatings with cylindrical voids

Adrian Menzel, Andrew Phillips, Elnaz Hajizadeh, Hansani Weeratunge, Richard Sandberg, Sagar Iyer, Saman Halgamuge, Zakiya Shireen

arxiv:2203.04409 v1 · 2022-03-02 · eess.SP · physics.app-ph · physics.data-an

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\usepackage{pith}
\pithnumber{GGVL6REFGAIAWFAAFPFADXGYSO}

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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 2026-07-05T04:03:17.999169Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

31aabf448530100b14002bca01dcd89386178ec2a8ece97279c0997640a02599

Aliases

arxiv: 2203.04409 · arxiv_version: 2203.04409v1 · doi: 10.48550/arxiv.2203.04409 · pith_short_12: GGVL6REFGAIA · pith_short_16: GGVL6REFGAIAWFAA · pith_short_8: GGVL6REF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GGVL6REFGAIAWFAAFPFADXGYSO \
  | 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: 31aabf448530100b14002bca01dcd89386178ec2a8ece97279c0997640a02599
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "66c613781740d372235fdcd6efc26e6d42e45ac82aa7b12adcc946cb6c111b0e",
    "cross_cats_sorted": [
      "physics.app-ph",
      "physics.data-an"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2022-03-02T00:32:01Z",
    "title_canon_sha256": "1e18df3a4657a8d411e1a82a7ef16f988050bd6dae68e8fb0d48e91b8219d7a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.04409",
    "kind": "arxiv",
    "version": 1
  }
}