Pith Number

pith:AG7Z7QMT

pith:2024:AG7Z7QMTCNZUTRPCWPAANNDIYF

not attested not anchored not stored refs pending

ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models

Boxun Xu, Peng Li, Yu Wang, Yuxuan Yin

arxiv:2406.18770 v2 · 2024-06-26 · 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{AG7Z7QMTCNZUTRPCWPAANNDIYF}

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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

SABLE: An NDA-Safe Closed-Loop LLM Framework for Analog Circuit Optimization in Industrial EDA Flows

Receipt and verification

First computed	2026-07-05T10:43:36.563859Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01bf9fc193137349c5e2b3c006b468c17e06a18c935d1ea1673302257025c506

Aliases

arxiv: 2406.18770 · arxiv_version: 2406.18770v2 · doi: 10.48550/arxiv.2406.18770 · pith_short_12: AG7Z7QMTCNZU · pith_short_16: AG7Z7QMTCNZUTRPC · pith_short_8: AG7Z7QMT

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/AG7Z7QMTCNZUTRPCWPAANNDIYF \
  | 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: 01bf9fc193137349c5e2b3c006b468c17e06a18c935d1ea1673302257025c506

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7fda1d2f2473eb20e7e179a4620d2e300d97ed2c603244493eb96bbeb576730",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-26T21:42:50Z",
    "title_canon_sha256": "69e43c7a5d4d51185992b3a4e5b9c8709e48f358279c8d44bb1870e752a8f6b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.18770",
    "kind": "arxiv",
    "version": 2
  }
}