Pith Number

pith:SKKJMNW7

pith:2024:SKKJMNW7UFFVIKUHC6NZJPHGAM

not attested not anchored not stored refs pending

Logic Synthesis Optimization with Predictive Self-Supervision via Causal Transformers

Faezeh Faez, Lei Chen, Mahdi Biparva, Mingxuan Yuan, Raika Karimi, Xing Li, Yingxue Zhang

arxiv:2409.10653 v2 · 2024-09-16 · cs.AI · 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{SKKJMNW7UFFVIKUHC6NZJPHGAM}

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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.

Receipt and verification

First computed	2026-07-05T10:21:23.172792Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92949636dfa14b542a87179b94bce6031d776c44f7e560339056268b5554adeb

Aliases

arxiv: 2409.10653 · arxiv_version: 2409.10653v2 · doi: 10.48550/arxiv.2409.10653 · pith_short_12: SKKJMNW7UFFV · pith_short_16: SKKJMNW7UFFVIKUH · pith_short_8: SKKJMNW7

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/SKKJMNW7UFFVIKUHC6NZJPHGAM \
  | 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: 92949636dfa14b542a87179b94bce6031d776c44f7e560339056268b5554adeb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4c7ee78b47d8943f39e68c8841e6937d24fbd4dd4e77fc548bbd6fbd8da3831",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-09-16T18:45:07Z",
    "title_canon_sha256": "87f0d92d2708156be8ed97d2e07bf7af6ea4581fe5c175434be493060d7a19d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.10653",
    "kind": "arxiv",
    "version": 2
  }
}