Pith Number

pith:LK25LSKQ

pith:2025:LK25LSKQWOA2P54QJVSYUOOZ24

not attested not anchored not stored refs pending

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy

Hugon Lee, Hyeonbin Moon, Junhyeong Lee, Seunghwa Ryu

arxiv:2506.00056 v2 · 2025-05-29 · cs.AI · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LK25LSKQWOA2P54QJVSYUOOZ24}

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	2026-07-05T11:57:56.825485Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ab5d5c950b381a7f7904d658a39d9d73e9e7dcb17e77ccf1b6e17d71e8da2e7

Aliases

arxiv: 2506.00056 · arxiv_version: 2506.00056v2 · doi: 10.48550/arxiv.2506.00056 · pith_short_12: LK25LSKQWOA2 · pith_short_16: LK25LSKQWOA2P54Q · pith_short_8: LK25LSKQ

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/LK25LSKQWOA2P54QJVSYUOOZ24 \
  | 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: 5ab5d5c950b381a7f7904d658a39d9d73e9e7dcb17e77ccf1b6e17d71e8da2e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8f6f7c9cf6d6fdc37b7dc10d25074296536fb3f871a7636fcab1529093c7436",
    "cross_cats_sorted": [
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-29T08:15:27Z",
    "title_canon_sha256": "1f53cb5bc2bfb9606034d984cf219f5460a78114a12aba9afa6466b45a69b4b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00056",
    "kind": "arxiv",
    "version": 2
  }
}