Pith Number

pith:NK7RZOVY

pith:2025:NK7RZOVYVGGLHO4KNVFWXPBXXZ

not attested not anchored not stored refs pending

Transformer-based Deep Learning Model for Joint Routing and Scheduling with Varying Electric Vehicle Numbers

David L. Dowe, Hao Wang, Jun Kang Yap, Vishnu Monn Baskaran, Wen Shan Tan, Ze Yang Ding

arxiv:2507.15385 v1 · 2025-07-21 · eess.SY · 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{NK7RZOVYVGGLHO4KNVFWXPBXXZ}

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	2026-07-05T11:40:23.935189Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6abf1cbab8a98cb3bb8a6d4b6bbc37be52f3c11b7de75a0d0ea11957d9ee34ae

Aliases

arxiv: 2507.15385 · arxiv_version: 2507.15385v1 · doi: 10.48550/arxiv.2507.15385 · pith_short_12: NK7RZOVYVGGL · pith_short_16: NK7RZOVYVGGLHO4K · pith_short_8: NK7RZOVY

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/NK7RZOVYVGGLHO4KNVFWXPBXXZ \
  | 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: 6abf1cbab8a98cb3bb8a6d4b6bbc37be52f3c11b7de75a0d0ea11957d9ee34ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55529b256d3931480bcba78513a5509344f76e191e173e6c6c313351818d2050",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-07-21T08:41:05Z",
    "title_canon_sha256": "de717a4a7ba271bf9b84459db2798415ca13b271f2e8bb388dce97a84f94f7b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15385",
    "kind": "arxiv",
    "version": 1
  }
}