Pith Number

pith:PEIR6EWP

pith:2026:PEIR6EWPRYFOQNE2CYKVQ2ZPQV

not attested not anchored not stored refs pending

Uncertainty Quantification for AI-Driven Crash Simulation Surrogates: A Comparative Study of Monte Carlo Dropout and Deep Ensemble on Open-Source Bumper Beam Benchmark

Sudeep Chavare

arxiv:2607.18294 v1 · 2026-06-30 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PEIR6EWPRYFOQNE2CYKVQ2ZPQV}

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	2026-07-22T00:22:40.443931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79111f12cf8e0ae8349a1615586b2f854574bb9454e13c75e31a952784113a14

Aliases

arxiv: 2607.18294 · arxiv_version: 2607.18294v1 · doi: 10.48550/arxiv.2607.18294 · pith_short_12: PEIR6EWPRYFO · pith_short_16: PEIR6EWPRYFOQNE2 · pith_short_8: PEIR6EWP

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/PEIR6EWPRYFOQNE2CYKVQ2ZPQV \
  | 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: 79111f12cf8e0ae8349a1615586b2f854574bb9454e13c75e31a952784113a14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "939475dddc955ff4649c78888781a14598fb9d9ba4f54a8d3e98f6767e6a19cf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-30T21:45:41Z",
    "title_canon_sha256": "2873f73d9b5185577cd61ca56287bf3c7592f740854cc4903cffb8232276cebd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18294",
    "kind": "arxiv",
    "version": 1
  }
}