Pith Number

pith:WPVV7GYE

pith:2020:WPVV7GYEL5364IF24MRDS7ZYZR

not attested not anchored not stored refs pending

Machine Learning for Reliability Engineering and Safety Applications: Review of Current Status and Future Opportunities

Joseph Homer Saleh, Zhaoyi Xu

arxiv:2008.08221 v1 · 2020-08-19 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WPVV7GYEL5364IF24MRDS7ZYZR}

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	2026-07-05T01:28:23.572008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3eb5f9b045f77ee20bae322397f38cc7da7d7e141f374d281817390da4da5e8

Aliases

arxiv: 2008.08221 · arxiv_version: 2008.08221v1 · doi: 10.48550/arxiv.2008.08221 · pith_short_12: WPVV7GYEL536 · pith_short_16: WPVV7GYEL5364IF2 · pith_short_8: WPVV7GYE

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/WPVV7GYEL5364IF24MRDS7ZYZR \
  | 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: b3eb5f9b045f77ee20bae322397f38cc7da7d7e141f374d281817390da4da5e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "317fece228829d023aa7c73e1c0cf6cbd2b444f55961952abd5f5e773e3a8a3e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-08-19T02:08:56Z",
    "title_canon_sha256": "f88821f5fe72603cab7e0cf88df070d9aa1fe75d91436235d678723b332b5207"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.08221",
    "kind": "arxiv",
    "version": 1
  }
}