Pith Number

pith:Y62OGPK6

pith:2025:Y62OGPK6I7XHRK2GN4AZUHUGRH

not attested not anchored not stored refs pending

On the Need for a Statistical Foundation in Scenario-Based Testing of Autonomous Vehicles

Chih-Hong Cheng, Lorenzo Strigini, Peter Popov, Robab Aghazadeh-Chakherlou, Xingyu Zhao

arxiv:2505.02274 v2 · 2025-05-04 · cs.SE · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y62OGPK6I7XHRK2GN4AZUHUGRH}

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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

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

Receipt and verification

First computed	2026-07-05T11:37:44.608642Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7b4e33d5e47ee78ab466f019a1e8689e28fd4f0f9ffb7e6caf854cf1d03e3aa

Aliases

arxiv: 2505.02274 · arxiv_version: 2505.02274v2 · doi: 10.48550/arxiv.2505.02274 · pith_short_12: Y62OGPK6I7XH · pith_short_16: Y62OGPK6I7XHRK2G · pith_short_8: Y62OGPK6

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/Y62OGPK6I7XHRK2GN4AZUHUGRH \
  | 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: c7b4e33d5e47ee78ab466f019a1e8689e28fd4f0f9ffb7e6caf854cf1d03e3aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8df53a3d41b485568fde326d3dc8db0f9713a29717c24fc8ffb9656e6362f2b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-05-04T22:06:23Z",
    "title_canon_sha256": "245423f96531ec2cd7731e12bf762da2eb6b4d828fcfba1b73410f5e4f0e64ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02274",
    "kind": "arxiv",
    "version": 2
  }
}