Pith Number

pith:3MTPJU3J

pith:2025:3MTPJU3JVQ6UCIHOGHXKUEVEVJ

not attested not anchored not stored refs pending

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

Chenhuan Jiang, Chinedum E. Okwudire, Harsha V. Madhyastha, Mohamed Elidrisi, Myungjin Lee, Raed Al Kontar, Sicong Guo, Weishi Wang

arxiv:2506.12252 v1 · 2025-06-13 · 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{3MTPJU3JVQ6UCIHOGHXKUEVEVJ}

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	2026-07-05T11:21:50.178757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db26f4d369ac3d4120ee31eeaa12a4aa677614057baf208634f4425132bdc53b

Aliases

arxiv: 2506.12252 · arxiv_version: 2506.12252v1 · doi: 10.48550/arxiv.2506.12252 · pith_short_12: 3MTPJU3JVQ6U · pith_short_16: 3MTPJU3JVQ6UCIHO · pith_short_8: 3MTPJU3J

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/3MTPJU3JVQ6UCIHOGHXKUEVEVJ \
  | 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: db26f4d369ac3d4120ee31eeaa12a4aa677614057baf208634f4425132bdc53b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36b6d75b154886d8a513c6982cd93761c1d0aa2104c8474b5d3ebb9f65612e64",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-13T21:56:53Z",
    "title_canon_sha256": "8721f3624bbfff4f71f01e14af75ac2a16e5d317daaa2495f41848fe063034fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12252",
    "kind": "arxiv",
    "version": 1
  }
}