Pith Number

pith:LMKNAF2F

pith:2025:LMKNAF2FLTWTMD7LURNRXPA2IR

not attested not anchored not stored refs pending

An Expectation-Maximization Algorithm-based Autoregressive Model for the Fuzzy Job Shop Scheduling Problem

Tongxian Guo, Yijian Wang, Zhaoqiang Liu

arxiv:2502.00018 v1 · 2025-01-11 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LMKNAF2FLTWTMD7LURNRXPA2IR}

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	2026-07-05T10:08:01.841552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b14d017455ced360feba45b1bbc1a4464f3a495777446d36a17218135e9ecbd

Aliases

arxiv: 2502.00018 · arxiv_version: 2502.00018v1 · doi: 10.48550/arxiv.2502.00018 · pith_short_12: LMKNAF2FLTWT · pith_short_16: LMKNAF2FLTWTMD7L · pith_short_8: LMKNAF2F

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/LMKNAF2FLTWTMD7LURNRXPA2IR \
  | 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: 5b14d017455ced360feba45b1bbc1a4464f3a495777446d36a17218135e9ecbd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9a962e7dedcf20bbaf90f428ba89363458688022e9b4083946ef6cad8c6d741",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-11T10:20:16Z",
    "title_canon_sha256": "51b4bf833e9d2e4d1d7f61d2bfaebc7852dae35399b375a2d89a527882f64a94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00018",
    "kind": "arxiv",
    "version": 1
  }
}