Pith Number

pith:YLGXDRM3

pith:2023:YLGXDRM3KVZWIVRDHFLU5ONELE

not attested not anchored not stored refs pending

Transformers and Large Language Models for Chemistry and Drug Discovery

Andres M Bran, Philippe Schwaller

arxiv:2310.06083 v1 · 2023-10-09 · cs.LG · physics.chem-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YLGXDRM3KVZWIVRDHFLU5ONELE}

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.

Cited by

1 paper in Pith

DrugImproverGPT: A Large Language Model for Drug Optimization with Fine-Tuning via Structured Policy Optimization

Receipt and verification

First computed	2026-07-05T06:59:05.569917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2cd71c59b557364562339574eb9a4592371e7f689ac7f137f4ee6d5bb6afd84

Aliases

arxiv: 2310.06083 · arxiv_version: 2310.06083v1 · doi: 10.48550/arxiv.2310.06083 · pith_short_12: YLGXDRM3KVZW · pith_short_16: YLGXDRM3KVZWIVRD · pith_short_8: YLGXDRM3

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/YLGXDRM3KVZWIVRDHFLU5ONELE \
  | 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: c2cd71c59b557364562339574eb9a4592371e7f689ac7f137f4ee6d5bb6afd84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97b655ea871c287f2ac01a9471e15b1d6408cce8aec1d1e7e4ce320286c644ee",
    "cross_cats_sorted": [
      "physics.chem-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-09T18:40:04Z",
    "title_canon_sha256": "539f6e0f65fd1d82630f1846829216ec5ee8a6186faa4c1ec24dcd017f6ab3bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.06083",
    "kind": "arxiv",
    "version": 1
  }
}