Pith Number

pith:SYZKRWF6

pith:2025:SYZKRWF6434JOUMKRAO4VOHKLG

not attested not anchored not stored refs pending

PPAAS: PVT and Pareto Aware Analog Sizing via Goal-conditioned Reinforcement Learning

David Z. Pan, Doyun Kim, Hanqing Zhu, Seunggeun Kim, Sungyoung Lee, Youngmin Oh, Ziyi Wang

arxiv:2507.17003 v2 · 2025-07-22 · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SYZKRWF6434JOUMKRAO4VOHKLG}

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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

ORACLE: A Multi-Objective Reinforcement Learning-Based Analog Circuit Design Optimizer with Large Language Models-Guided Exploration

Receipt and verification

First computed	2026-07-05T11:47:26.622418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9632a8d8bee6f897518a881dcab8ea5985484c3c0873b4423eb9a4ee2e7a94b2

Aliases

arxiv: 2507.17003 · arxiv_version: 2507.17003v2 · doi: 10.48550/arxiv.2507.17003 · pith_short_12: SYZKRWF6434J · pith_short_16: SYZKRWF6434JOUMK · pith_short_8: SYZKRWF6

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/SYZKRWF6434JOUMKRAO4VOHKLG \
  | 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: 9632a8d8bee6f897518a881dcab8ea5985484c3c0873b4423eb9a4ee2e7a94b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9bacde1283a31e5204355788d2ef432f821b8e585d64e723f67154c91e16508e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-07-22T20:23:39Z",
    "title_canon_sha256": "396b1e23d70e64be93cb578df0c20fc114ac51fdb610687d2e67fec086c5c155"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.17003",
    "kind": "arxiv",
    "version": 2
  }
}