Pith Number

pith:V4UU2LHL

pith:2025:V4UU2LHLB5QL3ZKPPI6TM34LSV

not attested not anchored not stored refs pending

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics

Andr\'e Alcalde, Bernhard Sick, Josephine M. Thomas, Pascal Plettenberg

arxiv:2506.10577 v1 · 2025-06-12 · 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{V4UU2LHLB5QL3ZKPPI6TM34LSV}

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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.

Receipt and verification

First computed	2026-07-05T11:20:26.648936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af294d2ceb0f60bde54f7a3d366f8b95585d10a622b57785b5ef35f23ccd3e3c

Aliases

arxiv: 2506.10577 · arxiv_version: 2506.10577v1 · doi: 10.48550/arxiv.2506.10577 · pith_short_12: V4UU2LHLB5QL · pith_short_16: V4UU2LHLB5QL3ZKP · pith_short_8: V4UU2LHL

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/V4UU2LHLB5QL3ZKPPI6TM34LSV \
  | 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: af294d2ceb0f60bde54f7a3d366f8b95585d10a622b57785b5ef35f23ccd3e3c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02b6796ba0b5edc1c3250c122d765ecb8a64d5bbc2d496ad06ad9d485f9cba33",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-12T11:12:18Z",
    "title_canon_sha256": "1b6bd087f81d57596c0a99033dbbc84dfe51a326afb058e20f3a147e6b752639"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.10577",
    "kind": "arxiv",
    "version": 1
  }
}