Pith Number

pith:QJ3X47IW

pith:2023:QJ3X47IW57MAXNLDG2EMRFA3BW

not attested not anchored not stored refs pending

Deep Learning of Crystalline Defects from TEM images: A Solution for the Problem of "Never Enough Training Data"

Antonin Dlouhy, Daniela Oliveros, Kishan Govind, Marc Legros, Stefan Sandfeld

arxiv:2307.06322 v1 · 2023-07-12 · cs.CV · cond-mat.mtrl-sci

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QJ3X47IW57MAXNLDG2EMRFA3BW}

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.

Receipt and verification

First computed	2026-07-05T06:30:22.010460Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82777e7d16efd80bb5633688c8941b0d8da1a520f60ea18aac3a17166a0c4ddf

Aliases

arxiv: 2307.06322 · arxiv_version: 2307.06322v1 · doi: 10.48550/arxiv.2307.06322 · pith_short_12: QJ3X47IW57MA · pith_short_16: QJ3X47IW57MAXNLD · pith_short_8: QJ3X47IW

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/QJ3X47IW57MAXNLDG2EMRFA3BW \
  | 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: 82777e7d16efd80bb5633688c8941b0d8da1a520f60ea18aac3a17166a0c4ddf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b37030eb310a6c49329a4f47058acb6306afc1323372af338d30de8f72454ec6",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-07-12T17:37:46Z",
    "title_canon_sha256": "9adee99eda1c2007091f4bd2f52c90a9fce3b23bbc847417d8e9c5b5d490c1d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.06322",
    "kind": "arxiv",
    "version": 1
  }
}