Pith Number

pith:GZQRKPD7

pith:2024:GZQRKPD7YIIDJ4DIFGFRIG2KBG

not attested not anchored not stored refs pending

Self-optimization in distributed manufacturing systems using Modular State-based Stackelberg Games

Ahmar Kamal Hussain, Andreas Schwung, Dorothea Schwung, Steve Yuwono

arxiv:2410.22912 v1 · 2024-10-30 · cs.AI · cs.GT · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GZQRKPD7YIIDJ4DIFGFRIG2KBG}

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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.

Cited by

1 paper in Pith

A Collaborative Process Parameter Recommender System for Fleets of Networked Manufacturing Machines -- with Application to 3D Printing

Receipt and verification

First computed	2026-07-05T09:28:38.090571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3661153c7fc21034f068298b141b4a09a1e34b216bf7c4bba61583876249ccf6

Aliases

arxiv: 2410.22912 · arxiv_version: 2410.22912v1 · doi: 10.48550/arxiv.2410.22912 · pith_short_12: GZQRKPD7YIID · pith_short_16: GZQRKPD7YIIDJ4DI · pith_short_8: GZQRKPD7

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/GZQRKPD7YIIDJ4DIFGFRIG2KBG \
  | 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: 3661153c7fc21034f068298b141b4a09a1e34b216bf7c4bba61583876249ccf6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb99b04631ce36ebaa4c4b3586290c066412e40153e06e7c876b1edfae18e436",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-30T11:09:31Z",
    "title_canon_sha256": "ebd6a328af0de7be393b1c7843a9429e112436e8b489adf710faeb58ce795970"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.22912",
    "kind": "arxiv",
    "version": 1
  }
}