Pith Number

pith:CAS53RSX

pith:2024:CAS53RSXIDCB6J5MN2ZNCVYPIX

not attested not anchored not stored refs pending

Diagnosing and fixing common problems in Bayesian optimization for molecule design

Austin Tripp, Jos\'e Miguel Hern\'andez-Lobato

arxiv:2406.07709 v2 · 2024-06-11 · cs.LG · physics.chem-ph · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CAS53RSXIDCB6J5MN2ZNCVYPIX}

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	2026-07-05T08:48:32.087074Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1025ddc65740c41f27ac6eb2d1570f45d8cb704d701489765f48fd199d923b37

Aliases

arxiv: 2406.07709 · arxiv_version: 2406.07709v2 · doi: 10.48550/arxiv.2406.07709 · pith_short_12: CAS53RSXIDCB · pith_short_16: CAS53RSXIDCB6J5M · pith_short_8: CAS53RSX

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/CAS53RSXIDCB6J5MN2ZNCVYPIX \
  | 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: 1025ddc65740c41f27ac6eb2d1570f45d8cb704d701489765f48fd199d923b37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "113d39b06bdc015eb2f56b9150a8f266bc38ace4099f53f11b215c9fbbd9266f",
    "cross_cats_sorted": [
      "physics.chem-ph",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-11T20:44:04Z",
    "title_canon_sha256": "88390f55f65524a41a2e78e75eaf6099b20667485acb2b32ab320c35a1bbd959"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.07709",
    "kind": "arxiv",
    "version": 2
  }
}