Pith Number

pith:JEPUSSQR

pith:2023:JEPUSSQR7KZPV6KLHTOT332W6W

not attested not anchored not stored refs pending

LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Hui-Ling Zhen, Jianye Hao, Junchi Yan, Mingxuan Yuan, Qiang Xu, Ruizhe Zhong, Shixiong Kai, Siyuan Xu, Xingbo Du, Zhentao Tang

arxiv:2401.12224 v1 · 2023-12-28 · cs.AR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JEPUSSQR7KZPV6KLHTOT332W6W}

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.

Cited by

6 papers in Pith

ORFS-agent: Tool-Using Agents for Chip Design Optimization

Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions

HAVEN: Hybrid Automated Verification ENgine for UVM Testbench Synthesis with LLMs

AnalogRetriever: Learning Cross-Modal Representations for Analog Circuit Retrieval

Complexity Horizons of Compressed Models in Analog Circuit Analysis

Receipt and verification

First computed	2026-07-05T07:36:27.306095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

491f494a11fab2faf94b3cdd3def56f596ce3f5cd2fbe33bd5c50854e75977f5

Aliases

arxiv: 2401.12224 · arxiv_version: 2401.12224v1 · doi: 10.48550/arxiv.2401.12224 · pith_short_12: JEPUSSQR7KZP · pith_short_16: JEPUSSQR7KZPV6KL · pith_short_8: JEPUSSQR

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/JEPUSSQR7KZPV6KLHTOT332W6W \
  | 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: 491f494a11fab2faf94b3cdd3def56f596ce3f5cd2fbe33bd5c50854e75977f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b71b3afa7c40f167c88bd6fa57ffbc5d75cdfb1a4fd0b0a72647e3873c17b4f6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2023-12-28T15:09:14Z",
    "title_canon_sha256": "a2fc97f1d495afe17e15d76d153ab82e892048a0753da3ddef661829e85109b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12224",
    "kind": "arxiv",
    "version": 1
  }
}