Pith Number

pith:HGXUFZK2

pith:2026:HGXUFZK2WK5GEHNN63TXVJOJ3H

not attested not anchored not stored refs pending

Personalized Federated Learning by Energy-Efficient UAV Communications

Beatriz Lorenzo, Jianqing Liu, Shiqian Guo

arxiv:2605.25212 v1 · 2026-05-24 · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HGXUFZK2WK5GEHNN63TXVJOJ3H}

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	2026-05-26T02:04:23.616389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39af42e55ab2ba621dadf6e77aa5c9d9d64886608f34c354d57d92c4cbb07da0

Aliases

arxiv: 2605.25212 · arxiv_version: 2605.25212v1 · doi: 10.48550/arxiv.2605.25212 · pith_short_12: HGXUFZK2WK5G · pith_short_16: HGXUFZK2WK5GEHNN · pith_short_8: HGXUFZK2

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/HGXUFZK2WK5GEHNN63TXVJOJ3H \
  | 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: 39af42e55ab2ba621dadf6e77aa5c9d9d64886608f34c354d57d92c4cbb07da0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0cff7d8d15459b8ba70580cb968bad652418ab65e507882d551bb15fe1f5d40",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-24T18:21:40Z",
    "title_canon_sha256": "403650a3b34e6288632ebf0bd1ba4eb03310007af83229f8cdbef70169e03e04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25212",
    "kind": "arxiv",
    "version": 1
  }
}