Pith Number

pith:7E7SBSS7

pith:2025:7E7SBSS7XUXPWOVJQGSG7X43ZI

not attested not anchored not stored refs pending

Bayesian Optimization applied for accelerated Virtual Validation of the Autonomous Driving Function

Francesco Braghin, Mohammed Irshadh Ismaaeel Sathyamangalam Imran, Satyesh Shanker Awasthi, Stefano Arrigoni

arxiv:2507.22769 v2 · 2025-07-30 · cs.RO · 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{7E7SBSS7XUXPWOVJQGSG7X43ZI}

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	2026-07-05T11:50:21.213343Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f93f20ca5fbd2efb3aa981a46fdf9bca35d1867357f0de9bb06815e15a748fde

Aliases

arxiv: 2507.22769 · arxiv_version: 2507.22769v2 · doi: 10.48550/arxiv.2507.22769 · pith_short_12: 7E7SBSS7XUXP · pith_short_16: 7E7SBSS7XUXPWOVJ · pith_short_8: 7E7SBSS7

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/7E7SBSS7XUXPWOVJQGSG7X43ZI \
  | 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: f93f20ca5fbd2efb3aa981a46fdf9bca35d1867357f0de9bb06815e15a748fde

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "191d5dbffd549e265649af5476bf610f8fe8748f951cdedaaa0f37ad704bf536",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-07-30T15:34:10Z",
    "title_canon_sha256": "bd94e59b359a80b3fac7f22a43b2cfa74a52685ce0fb7609938e7b773e5f3bf3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.22769",
    "kind": "arxiv",
    "version": 2
  }
}