Pith Number

pith:3K52SJPS

pith:2025:3K52SJPSKLVFZBHSH5XYSYGLFR

not attested not anchored not stored refs pending

A Driving Regime-Embedded Deep Learning Framework for Modeling Intra-Driver Heterogeneity in Multi-Scale Car-Following Dynamics

Jiying Yan, Junfang Tian, Shiquan Zhong, Shirui Zhou, Tao Wang, Yongfu Li

arxiv:2506.05902 v1 · 2025-06-06 · cs.LG · physics.soc-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3K52SJPSKLVFZBHSH5XYSYGLFR}

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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.

Receipt and verification

First computed	2026-07-05T11:17:12.440258Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dabba925f252ea5c84f23f6f8960cb2c5eeb16a1207e89531367b9ca93fa494f

Aliases

arxiv: 2506.05902 · arxiv_version: 2506.05902v1 · doi: 10.48550/arxiv.2506.05902 · pith_short_12: 3K52SJPSKLVF · pith_short_16: 3K52SJPSKLVFZBHS · pith_short_8: 3K52SJPS

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/3K52SJPSKLVFZBHSH5XYSYGLFR \
  | 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: dabba925f252ea5c84f23f6f8960cb2c5eeb16a1207e89531367b9ca93fa494f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1dc0b9389b2426f2ab084afd5971007d04722df9917fd2d4e3542b79396ae848",
    "cross_cats_sorted": [
      "physics.soc-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-06T09:19:33Z",
    "title_canon_sha256": "7707b0378a2f731f41e414a93c57019bf3e635d922e25335842aad9cd41a6fe6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05902",
    "kind": "arxiv",
    "version": 1
  }
}