pith. sign in
Pith Number

pith:IKORIND7

pith:2020:IKORIND77BCFJXSRIEJP5RVZWO
not attested not anchored not stored refs pending

Process Knowledge Driven Change Point Detection for Automated Calibration of Discrete Event Simulation Models Using Machine Learning

Alper Ekrem Murat, Murat Yildirim, Suleyman Yildirim, Suzan Arslanturk

arxiv:2005.05385 v2 · 2020-05-11 · cs.LG · cs.SY · eess.SY · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IKORIND77BCFJXSRIEJP5RVZWO}

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 2026-07-05T09:27:46.390732Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

429d14347ff84454de514112fec6b9b3bb901994fc62d1448e87f22a1402be58

Aliases

arxiv: 2005.05385 · arxiv_version: 2005.05385v2 · doi: 10.48550/arxiv.2005.05385 · pith_short_12: IKORIND77BCF · pith_short_16: IKORIND77BCFJXSR · pith_short_8: IKORIND7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IKORIND77BCFJXSRIEJP5RVZWO \
  | 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: 429d14347ff84454de514112fec6b9b3bb901994fc62d1448e87f22a1402be58
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "db50cfb1a2365350149372bf095c1e717e5511e43f0c68b77f9e5f0aab2eeca0",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-11T19:07:26Z",
    "title_canon_sha256": "9a160176ed55e71ecf79ea50967ae3a25c0cac7c4490d2288fcb7267d63942ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.05385",
    "kind": "arxiv",
    "version": 2
  }
}