Pith Number

pith:OIT2ICR4

pith:2025:OIT2ICR4GDPXXOUQWLCSVUKFRC

not attested not anchored not stored refs pending

Efficient Learning of Vehicle Controller Parameters via Multi-Fidelity Bayesian Optimization: From Simulation to Experiment

Maik Pfefferkorn, Maximilian Templer, Rolf Findeisen, Yongpeng Zhao

arxiv:2506.08719 v1 · 2025-06-10 · eess.SY · cs.RO · cs.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{OIT2ICR4GDPXXOUQWLCSVUKFRC}

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	2026-07-05T11:19:12.306967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7227a40a3c30df7bba90b2c52ad14588949fe6a86f9ccf7dc8e75348bc329dbc

Aliases

arxiv: 2506.08719 · arxiv_version: 2506.08719v1 · doi: 10.48550/arxiv.2506.08719 · pith_short_12: OIT2ICR4GDPX · pith_short_16: OIT2ICR4GDPXXOUQ · pith_short_8: OIT2ICR4

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/OIT2ICR4GDPXXOUQWLCSVUKFRC \
  | 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: 7227a40a3c30df7bba90b2c52ad14588949fe6a86f9ccf7dc8e75348bc329dbc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b26f216ea69411d489d7ed557f18cd6adbe975f155af7571a8f9b109901ee012",
    "cross_cats_sorted": [
      "cs.RO",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-06-10T12:11:02Z",
    "title_canon_sha256": "bb49bf49f81e0ae303fb74bc3c6c22e217b7aa3d8fd8113d7a2a6b39d90cd2cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08719",
    "kind": "arxiv",
    "version": 1
  }
}