Pith Number

pith:GPFP32ME

pith:2026:GPFP32MEFK7K3VFW7YK7PR6LLI

not attested not anchored not stored refs pending

Range-Aware Bayesian Optimization for Discovering Diverse Designs within Target Property Windows

Charles M. Schroeder, Jason Wu, Michael A. Webb, Shengli Jiang

arxiv:2606.11574 v1 · 2026-06-10 · cs.LG · cond-mat.mtrl-sci · 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{GPFP32MEFK7K3VFW7YK7PR6LLI}

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	2026-06-11T01:09:56.902463Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33cafde9842abeadd4b6fe15f7c7cb5a2c491a5973aa030a2b89b811e525a029

Aliases

arxiv: 2606.11574 · arxiv_version: 2606.11574v1 · doi: 10.48550/arxiv.2606.11574 · pith_short_12: GPFP32MEFK7K · pith_short_16: GPFP32MEFK7K3VFW · pith_short_8: GPFP32ME

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/GPFP32MEFK7K3VFW7YK7PR6LLI \
  | 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: 33cafde9842abeadd4b6fe15f7c7cb5a2c491a5973aa030a2b89b811e525a029

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd76bf32540819ce5a98cd2cdcd5dd62426884c6214673a60f1b4211364ea41f",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "physics.chem-ph",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-10T01:58:30Z",
    "title_canon_sha256": "82265845095eedb16960f40b8e15db1bcf7772e3ae17ccb72022189a7760a472"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.11574",
    "kind": "arxiv",
    "version": 1
  }
}