Pith Number

pith:RN7WOJJK

pith:2024:RN7WOJJKCBAHR6YXAZYXAY3C65

not attested not anchored not stored refs pending

Fast ML-driven Analog Circuit Layout using Reinforcement Learning and Steiner Trees

Davide Basso, Husni Habal, Luca Bortolussi, Mirjana Videnovic-Misic

arxiv:2405.16951 v1 · 2024-05-27 · 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{RN7WOJJKCBAHR6YXAZYXAY3C65}

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

1 paper in Pith

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning

Receipt and verification

First computed	2026-07-05T08:23:37.925008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b7f67252a104078fb170671706362f744caf831a185cb03a0237ebec17911db

Aliases

arxiv: 2405.16951 · arxiv_version: 2405.16951v1 · doi: 10.48550/arxiv.2405.16951 · pith_short_12: RN7WOJJKCBAH · pith_short_16: RN7WOJJKCBAHR6YX · pith_short_8: RN7WOJJK

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/RN7WOJJKCBAHR6YXAZYXAY3C65 \
  | 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: 8b7f67252a104078fb170671706362f744caf831a185cb03a0237ebec17911db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02cb29ced8519bafe493b9e8cf555b4080d584a9f698d371726a1b057b5d7036",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T08:42:42Z",
    "title_canon_sha256": "db02670131ca0646cbad967e4d01e744b724639d91356bccf3a0b08f245aac73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16951",
    "kind": "arxiv",
    "version": 1
  }
}