Pith Number

pith:XY5TJDKM

pith:2025:XY5TJDKMZC7HVQ7JKDPOXCYAAC

not attested not anchored not stored refs pending

Transformer-Based Interfaces for Mechanical Assembly Design: A Gear Train Case Study

Alexander Tessier, George Fitzmaurice, Hyunmin Cheong, Jiwon Jun, Justin Matejka, Mohammadmehdi Ataei

arxiv:2504.08633 v1 · 2025-04-11 · cs.HC

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\usepackage{pith}
\pithnumber{XY5TJDKMZC7HVQ7JKDPOXCYAAC}

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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

MechaFormer: Sequence Learning for Kinematic Mechanism Design Automation

Receipt and verification

First computed	2026-07-05T10:47:51.849267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be3b348d4cc8be7ac3e950deeb8b0000a7aba67c5b8fb134b03cbcb073a773cd

Aliases

arxiv: 2504.08633 · arxiv_version: 2504.08633v1 · doi: 10.48550/arxiv.2504.08633 · pith_short_12: XY5TJDKMZC7H · pith_short_16: XY5TJDKMZC7HVQ7J · pith_short_8: XY5TJDKM

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/XY5TJDKMZC7HVQ7JKDPOXCYAAC \
  | 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: be3b348d4cc8be7ac3e950deeb8b0000a7aba67c5b8fb134b03cbcb073a773cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32999de4287b65ae2ba91b71b4de0a88d24a8752cbafb9c436639a1fe254fc93",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-04-11T15:36:20Z",
    "title_canon_sha256": "014dd51ac9ca6e8879f76e79a710f19fcf9ff5e74a83a182647757ae58e51638"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.08633",
    "kind": "arxiv",
    "version": 1
  }
}