Pith Number

pith:45XPEMA2

pith:2025:45XPEMA2CA7OUVYXQFPO3OBVLG

not attested not anchored not stored refs pending

Generative Artificial Intelligence Extracts Structure-Function Relationships from Plants for New Materials

Jingyu Deng, Markus J. Buehler, Ming Dao, Mohammed Shahrudin Ibrahim, Nam-Joon Cho, Rachel K. Luu, Subra Suresh

arxiv:2508.06591 v1 · 2025-08-08 · cs.LG · cond-mat.dis-nn · cond-mat.mtrl-sci · cond-mat.other · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{45XPEMA2CA7OUVYXQFPO3OBVLG}

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	2026-07-05T11:51:03.145707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e76ef2301a103eea5717815eedb8355999b8e277755ad08e46442ae200e51dd0

Aliases

arxiv: 2508.06591 · arxiv_version: 2508.06591v1 · doi: 10.48550/arxiv.2508.06591 · pith_short_12: 45XPEMA2CA7O · pith_short_16: 45XPEMA2CA7OUVYX · pith_short_8: 45XPEMA2

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/45XPEMA2CA7OUVYXQFPO3OBVLG \
  | 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: e76ef2301a103eea5717815eedb8355999b8e277755ad08e46442ae200e51dd0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c20791f62b4ef42a7f65bd1c4a51c4a1b8f1173c3f47a40a83da07f261aa22d",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cond-mat.mtrl-sci",
      "cond-mat.other",
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-08T10:41:03Z",
    "title_canon_sha256": "2e87bb1f89a48d6a598302f7634e79c811afc5defe2b5e739f404e9fd268cf78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.06591",
    "kind": "arxiv",
    "version": 1
  }
}