Pith Number

pith:EUPNQL2T

pith:2025:EUPNQL2TNG5LOY2POKAJ7UP3CW

not attested not anchored not stored refs pending

GeLLMO: Generalizing Large Language Models for Multi-property Molecule Optimization

Vishal Dey, Xia Ning, Xiao Hu

arxiv:2502.13398 v2 · 2025-02-19 · cs.LG · cs.AI · cs.CL · physics.chem-ph · q-bio.QM

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EUPNQL2TNG5LOY2POKAJ7UP3CW}

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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.

Cited by

2 papers in Pith

Molecular Lead Optimization via Agentic Tool Planning

SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing

Receipt and verification

First computed	2026-07-05T11:10:35.459144Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

251ed82f5369bab7634f72809fd1fb158b7727a49d2ec893c4d5ee0d7f54acd2

Aliases

arxiv: 2502.13398 · arxiv_version: 2502.13398v2 · doi: 10.48550/arxiv.2502.13398 · pith_short_12: EUPNQL2TNG5L · pith_short_16: EUPNQL2TNG5LOY2P · pith_short_8: EUPNQL2T

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/EUPNQL2TNG5LOY2POKAJ7UP3CW \
  | 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: 251ed82f5369bab7634f72809fd1fb158b7727a49d2ec893c4d5ee0d7f54acd2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aea69bbbcf07a50ea0a559449bd3772dfab7546cd69073d90e0aafc21df048d9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "physics.chem-ph",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-19T03:14:11Z",
    "title_canon_sha256": "10f5a0fee9e42dc83798cef943e08671ad7cbefc0fced1f56d24f2a8e60fd9d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.13398",
    "kind": "arxiv",
    "version": 2
  }
}