Pith Number

pith:QW6EQJOH

pith:2024:QW6EQJOHCNHTUCGJYCY4X2EFZR

not attested not anchored not stored refs pending

Generative AI Models for Different Steps in Architectural Design: A Literature Review

Chengyuan Li, Haoran Xie, Tianyu Zhang, Xusheng Du, Ye Zhang

arxiv:2404.01335 v2 · 2024-03-30 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QW6EQJOHCNHTUCGJYCY4X2EFZR}

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	2026-07-05T09:24:33.564398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85bc4825c7134f3a08c9c0b1cbe885cc4146655990c5700ee123ee43f9b93938

Aliases

arxiv: 2404.01335 · arxiv_version: 2404.01335v2 · doi: 10.48550/arxiv.2404.01335 · pith_short_12: QW6EQJOHCNHT · pith_short_16: QW6EQJOHCNHTUCGJ · pith_short_8: QW6EQJOH

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/QW6EQJOHCNHTUCGJYCY4X2EFZR \
  | 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: 85bc4825c7134f3a08c9c0b1cbe885cc4146655990c5700ee123ee43f9b93938

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1bfab618e216710d86c238a1ba0e62918f9ad9f9852fed0c39683c113c6389cf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-30T13:25:11Z",
    "title_canon_sha256": "774c19873e0dba6f6114c42f68151f5b00ca3395ef8be1e4901cc05e4acae374"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.01335",
    "kind": "arxiv",
    "version": 2
  }
}