Pith Number

pith:NUKTY5JG

pith:2024:NUKTY5JGYPXRUW6OGD7SMGXNB2

not attested not anchored not stored refs pending

INSIGHT: Universal Neural Simulator for Analog Circuits Harnessing Autoregressive Transformers

Bosun Hwang, David Z. Pan, Hanqing Zhu, Souradip Poddar, Yao Lai, Youngmin Oh

arxiv:2407.07346 v3 · 2024-07-10 · cs.LG · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NUKTY5JGYPXRUW6OGD7SMGXNB2}

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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

AnalogFed: Privacy-Preserving Discovery of Analog Circuits at Scale with Federated Generative AI

Receipt and verification

First computed	2026-07-05T08:52:55.432391Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d153c7526c3ef1a5bce30ff261aed0ea6fffc3358294fbb70219cb497851409

Aliases

arxiv: 2407.07346 · arxiv_version: 2407.07346v3 · doi: 10.48550/arxiv.2407.07346 · pith_short_12: NUKTY5JGYPXR · pith_short_16: NUKTY5JGYPXRUW6O · pith_short_8: NUKTY5JG

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/NUKTY5JGYPXRUW6OGD7SMGXNB2 \
  | 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: 6d153c7526c3ef1a5bce30ff261aed0ea6fffc3358294fbb70219cb497851409

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9a7c1a79d1a63d2234cb451142213023e27e27b58f6bf7ea9506ce07f82a276",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-10T03:52:53Z",
    "title_canon_sha256": "8dbb53075962d36fa2bd114638a9276c38846ab2956be8cfba02503f205c71a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.07346",
    "kind": "arxiv",
    "version": 3
  }
}