Pith Number

pith:52UJKPRO

pith:2024:52UJKPRO5KO6HYLUNNG5A4B22H

not attested not anchored not stored refs pending

LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits

Chen-Chia Chang, Jing Li, Ningyuan Cao, Shaoze Fan, Shun Zhang, Xin Zhang, Yikang Shen, Yiran Chen

arxiv:2407.18269 v2 · 2024-07-19 · cs.AR · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{52UJKPRO5KO6HYLUNNG5A4B22H}

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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

3 papers in Pith

Surveying GenAI-based Automation in Printed Circuit Board Design and Test

ARCS: Autoregressive Circuit Synthesis with Topology-Aware Graph Attention and Spec Conditioning

AnalogMaster: Large Language Model-based Automated Analog IC Design Framework from Image to Layout

Receipt and verification

First computed	2026-07-05T09:00:38.337269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eea8953e2eea9de3e1746b4dd0703ad1c04fa97df9bef92ca82374e478125962

Aliases

arxiv: 2407.18269 · arxiv_version: 2407.18269v2 · doi: 10.48550/arxiv.2407.18269 · pith_short_12: 52UJKPRO5KO6 · pith_short_16: 52UJKPRO5KO6HYLU · pith_short_8: 52UJKPRO

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/52UJKPRO5KO6HYLUNNG5A4B22H \
  | 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: eea8953e2eea9de3e1746b4dd0703ad1c04fa97df9bef92ca82374e478125962

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9d712ac72f6ca918bfd34bbfa8de4e974f28aaf7f562a43c3e7cb1de3a3bdff",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2024-07-19T22:51:41Z",
    "title_canon_sha256": "cdb0e6ac32fc8b997722d0789d594ea0002e99d696ae442a87247178fe3e1fef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.18269",
    "kind": "arxiv",
    "version": 2
  }
}