Pith. sign in
Pith Number

pith:MCAAQQH3

pith:2025:MCAAQQH354VTIBERQNRNH7G76Z
not attested not anchored not stored refs pending

Realistic Urban Traffic Generator using Decentralized Federated Learning for the SUMO simulator

Alberto Baz\'an-Guill\'en, Ana Fern\'andez-Vilas, Carlos Beis-Penedo, Diego Cajaraville-Aboy, Luis J. de la Cruz Llopis, Manuel Fern\'andez-Veiga, M\'onica Aguilar Igartua, Pablo Barbecho-Bautista, Rebeca P. D\'iaz-Redondo

arxiv:2506.07980 v1 · 2025-06-09 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MCAAQQH354VTIBERQNRNH7G76Z}

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 2026-06-26T01:15:44.504785Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

60800840fbef2b3404918362d3fcdff664718d0c5286a9eb88d986f99a5924db

Aliases

arxiv: 2506.07980 · arxiv_version: 2506.07980v1 · doi: 10.48550/arxiv.2506.07980 · pith_short_12: MCAAQQH354VT · pith_short_16: MCAAQQH354VTIBER · pith_short_8: MCAAQQH3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MCAAQQH354VTIBERQNRNH7G76Z \
  | 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: 60800840fbef2b3404918362d3fcdff664718d0c5286a9eb88d986f99a5924db
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "425669d8caf937a72b991c10d623b3c3050e285088d6340c0e3dbbf3e21a87f6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-09T17:51:45Z",
    "title_canon_sha256": "74b0d95e4f0663ceeeb1518138b51220cc6f8614c8456bab04e7dc3f6fcf2d59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07980",
    "kind": "arxiv",
    "version": 1
  }
}