Pith Number

pith:AXP2BS3H

pith:2024:AXP2BS3HT2QWTWPRNZXLQNAZDO

not attested not anchored not stored refs pending

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

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

arxiv:2411.15212 v1 · 2024-11-20 · cs.LG · cs.AI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AXP2BS3HT2QWTWPRNZXLQNAZDO}

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.

Receipt and verification

First computed	2026-07-05T09:39:31.328612Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05dfa0cb679ea169d9f16e6eb834191b9e433c3e75798d53a83ec9699f13aa47

Aliases

arxiv: 2411.15212 · arxiv_version: 2411.15212v1 · doi: 10.48550/arxiv.2411.15212 · pith_short_12: AXP2BS3HT2QW · pith_short_16: AXP2BS3HT2QWTWPR · pith_short_8: AXP2BS3H

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/AXP2BS3HT2QWTWPRNZXLQNAZDO \
  | 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: 05dfa0cb679ea169d9f16e6eb834191b9e433c3e75798d53a83ec9699f13aa47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b375cd17b135d68e0807d394088a189650da45c621fa751edd4c1599eac1e94",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-20T12:11:12Z",
    "title_canon_sha256": "522948effe446d3cc2aba72af1726c9582301fce8ab961ff3724f0fcc0a57f85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15212",
    "kind": "arxiv",
    "version": 1
  }
}