Pith Number

pith:AWOMU4HH

pith:2025:AWOMU4HHAGXH5UFT4DZH3XKVX2

not attested not anchored not stored refs pending

TransMatch: A Transfer-Learning Framework for Defect Detection in Laser Powder Bed Fusion Additive Manufacturing

Mohsen Asghari Ilani, Yaser Mike Banad

arxiv:2509.01754 v1 · 2025-09-01 · cs.CV · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AWOMU4HHAGXH5UFT4DZH3XKVX2}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

LabelImg: CNN-Based Surface Defect Detection

Receipt and verification

First computed	2026-07-05T12:03:07.533977Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

059cca70e701ae7ed0b3e0f27ddd55be9e937a18ee1ce012a5c9f59c0ae5b8ea

Aliases

arxiv: 2509.01754 · arxiv_version: 2509.01754v1 · doi: 10.48550/arxiv.2509.01754 · pith_short_12: AWOMU4HHAGXH · pith_short_16: AWOMU4HHAGXH5UFT · pith_short_8: AWOMU4HH

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/AWOMU4HHAGXH5UFT4DZH3XKVX2 \
  | 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: 059cca70e701ae7ed0b3e0f27ddd55be9e937a18ee1ce012a5c9f59c0ae5b8ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59f084aa66e6f8945adad834f4df30b0df395c1ae75d559f2b575fd578d92321",
    "cross_cats_sorted": [
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-01T20:15:26Z",
    "title_canon_sha256": "e46a5082c7285e1e4a4e2dd40460c8900e473736d12c964ad67e98192a623a8f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.01754",
    "kind": "arxiv",
    "version": 1
  }
}