Pith Number

pith:GAGM6ACR

pith:2025:GAGM6ACRJCOAEMFZMXFL426ZWY

not attested not anchored not stored refs pending

Federated learning framework for collaborative remaining useful life prognostics: an aircraft engine case study

Diogo Landau, Ingeborg de Pater, Mihaela Mitici, Nishant Saurabh

arxiv:2506.00499 v1 · 2025-05-31 · cs.LG · cs.DC · cs.ET · cs.SY · eess.SY · 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{GAGM6ACRJCOAEMFZMXFL426ZWY}

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

Quantization Impact on the Accuracy and Communication Efficiency Trade-off in Federated Learning for Aerospace Predictive Maintenance

Receipt and verification

First computed	2026-07-05T11:13:35.914344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

300ccf0051489c0230b965cabe6bd9b621a74a5b11cbf1f7d648817590c02135

Aliases

arxiv: 2506.00499 · arxiv_version: 2506.00499v1 · doi: 10.48550/arxiv.2506.00499 · pith_short_12: GAGM6ACRJCOA · pith_short_16: GAGM6ACRJCOAEMFZ · pith_short_8: GAGM6ACR

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/GAGM6ACRJCOAEMFZMXFL426ZWY \
  | 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: 300ccf0051489c0230b965cabe6bd9b621a74a5b11cbf1f7d648817590c02135

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7943b823caa09d2d819899213234b8232944a33b90c05ebf73aa91eae6b4976a",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.ET",
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-31T10:32:51Z",
    "title_canon_sha256": "ac732c44f379042212bb76ba88ab78e15a50b4efff7f9215e3dfc6c613d5534a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00499",
    "kind": "arxiv",
    "version": 1
  }
}