Pith Number

pith:XHKVM6L5

pith:2025:XHKVM6L5EXHBP6YMTZIHJB7YQN

not attested not anchored not stored refs pending

Inverse Design in Distributed Circuits Using Single-Step Reinforcement Learning

Jiayu Li, Masood Mortazavi, Ning Yan, Reza Zafarani, Yihong Ma

arxiv:2506.08029 v1 · 2025-06-02 · eess.SY · cs.AI · cs.LG · cs.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{XHKVM6L5EXHBP6YMTZIHJB7YQN}

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	2026-07-05T11:18:43.893034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9d556797d25ce17fb0c9e507487f883742254457ce79e80e0b1ae02121ccdf7

Aliases

arxiv: 2506.08029 · arxiv_version: 2506.08029v1 · doi: 10.48550/arxiv.2506.08029 · pith_short_12: XHKVM6L5EXHB · pith_short_16: XHKVM6L5EXHBP6YM · pith_short_8: XHKVM6L5

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/XHKVM6L5EXHBP6YMTZIHJB7YQN \
  | 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: b9d556797d25ce17fb0c9e507487f883742254457ce79e80e0b1ae02121ccdf7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4969458d9642cca0f62c275d78b778cdf8e522797f77e1510f4574bd146db9e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-06-02T02:31:52Z",
    "title_canon_sha256": "53b851fa560234b00d54d9c253edc2f182c3af5b64560d8a3020923eef1c07c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08029",
    "kind": "arxiv",
    "version": 1
  }
}