Pith Number

pith:B2BXRRUP

pith:2024:B2BXRRUPU4RPHKEKBGAI25P3O7

not attested not anchored not stored refs pending

Ranking over Regression for Bayesian Optimization and Molecule Selection

Alan Aspuru-Guzik, Benjamin Sanchez-Lengeling, Gary Tom, Samantha Corapi, Stanley Lo

arxiv:2410.09290 v1 · 2024-10-11 · cs.LG · cs.AI · 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{B2BXRRUPU4RPHKEKBGAI25P3O7}

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	2026-07-05T11:56:50.437360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e8378c68fa722f3a88a09808d75fb77e76ec2b9061e1412df3dd7ce2cc8df8c

Aliases

arxiv: 2410.09290 · arxiv_version: 2410.09290v1 · doi: 10.48550/arxiv.2410.09290 · pith_short_12: B2BXRRUPU4RP · pith_short_16: B2BXRRUPU4RPHKEK · pith_short_8: B2BXRRUP

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/B2BXRRUPU4RPHKEKBGAI25P3O7 \
  | 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: 0e8378c68fa722f3a88a09808d75fb77e76ec2b9061e1412df3dd7ce2cc8df8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aee6a6b9381ec517a319f8abddf99432ad023b91c959581e03a61eb78201342d",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-11T22:38:14Z",
    "title_canon_sha256": "244fbb73542976a3418f837a860600c8440c7d852120fc412de39a0288b2e9fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09290",
    "kind": "arxiv",
    "version": 1
  }
}