Pith Number

pith:CSC6FJYF

pith:2025:CSC6FJYF754ZSURUUNOBLAN22F

not attested not anchored not stored refs pending

A Reward-Directed Diffusion Framework for Generative Design Optimization

Hadi Keramati, Mohammed Hannan, Patrick Kirchen, Rajeev K. Jaiman

arxiv:2508.01509 v1 · 2025-08-02 · cs.LG · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CSC6FJYF754ZSURUUNOBLAN22F}

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	2026-07-05T11:47:40.178097Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1485e2a705ff79995234a35c1581bad1634c0ce0532a1dbc186c4c31cebf3088

Aliases

arxiv: 2508.01509 · arxiv_version: 2508.01509v1 · doi: 10.48550/arxiv.2508.01509 · pith_short_12: CSC6FJYF754Z · pith_short_16: CSC6FJYF754ZSURU · pith_short_8: CSC6FJYF

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/CSC6FJYF754ZSURUUNOBLAN22F \
  | 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: 1485e2a705ff79995234a35c1581bad1634c0ce0532a1dbc186c4c31cebf3088

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ecafb2c02133bbd37dde3d7d770003cd430a241b2ccbf6ffcafcd010e460be9",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-02T22:19:02Z",
    "title_canon_sha256": "92fea6ff19877b94bb7656d3f2f81efc87032776b72d85f8c758cb5ecd2e18d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01509",
    "kind": "arxiv",
    "version": 1
  }
}