Pith Number

pith:HWSMXTDT

pith:2024:HWSMXTDTMD2J4C5C5DBGEWPYPX

not attested not anchored not stored refs pending

A Comprehensive Survey on Machine Learning Driven Material Defect Detection

David Twine, Di Wu, Ji Zhang, John Russell, Jun Bai, Peter Schubel, Tristan Shelley, Xuesen Zeng

arxiv:2406.07880 v3 · 2024-06-12 · cs.CV · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HWSMXTDTMD2J4C5C5DBGEWPYPX}

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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

Automated Annotation of Shearographic Measurements Enabling Weakly Supervised Defect Detection

Receipt and verification

First computed	2026-07-05T10:57:52.929558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3da4cbcc7360f49e0ba2e8c26259f87dccb087747f69626060159bbb4919a680

Aliases

arxiv: 2406.07880 · arxiv_version: 2406.07880v3 · doi: 10.48550/arxiv.2406.07880 · pith_short_12: HWSMXTDTMD2J · pith_short_16: HWSMXTDTMD2J4C5C · pith_short_8: HWSMXTDT

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/HWSMXTDTMD2J4C5C5DBGEWPYPX \
  | 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: 3da4cbcc7360f49e0ba2e8c26259f87dccb087747f69626060159bbb4919a680

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "484c3d9676c4d0f7ef7f365cd2cc097fb7b2ae4bb9310b97b79f9a312ea6aca1",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-12T05:19:55Z",
    "title_canon_sha256": "fe8055acd8eca52becb44ec4b46efb9706acfb7ee53ee5bfe1efbb1b6caa5000"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.07880",
    "kind": "arxiv",
    "version": 3
  }
}