Pith Number

pith:Z4HIOH25

pith:2025:Z4HIOH25MLKEVV57CM3HTXMXVG

not attested not anchored not stored refs pending

Data-Driven Design of 3GPP Handover Parameters with Bayesian Optimization and Transfer Learning

Basem Shihada, David L\'opez-P\'erez, Giovanni Geraci, Mohamed Benzaghta, Sahar Ammar

arxiv:2504.02633 v1 · 2025-04-03 · cs.IT · cs.NI · eess.SP · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z4HIOH25MLKEVV57CM3HTXMXVG}

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	2026-07-05T10:46:23.605617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf0e871f5d62d44ad7bf133679dd97a99fe57c7f0a2c5a9e6e28b10c08f04efc

Aliases

arxiv: 2504.02633 · arxiv_version: 2504.02633v1 · doi: 10.48550/arxiv.2504.02633 · pith_short_12: Z4HIOH25MLKE · pith_short_16: Z4HIOH25MLKEVV57 · pith_short_8: Z4HIOH25

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/Z4HIOH25MLKEVV57CM3HTXMXVG \
  | 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: cf0e871f5d62d44ad7bf133679dd97a99fe57c7f0a2c5a9e6e28b10c08f04efc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7395bfbfeef5955c36ca72c27538392122995029aae5f428dc680f19c988f8bc",
    "cross_cats_sorted": [
      "cs.NI",
      "eess.SP",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2025-04-03T14:31:20Z",
    "title_canon_sha256": "efcdd76051d95610fc8b7feb9759f4304c8d44bc542f1a040a082f58f9647f30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.02633",
    "kind": "arxiv",
    "version": 1
  }
}