Pith Number

pith:WWL2ZQE3

pith:2025:WWL2ZQE3KAFJJ5JDBR7IXE6R4A

not attested not anchored not stored refs pending

On the Implementation of a Bayesian Optimization Framework for Interconnected Systems

Leonardo D. Gonz\'alez, Victor M. Zavala

arxiv:2501.00967 v1 · 2025-01-01 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WWL2ZQE3KAFJJ5JDBR7IXE6R4A}

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	2026-07-05T09:56:12.571685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b597acc09b500a94f5230c7e8b93d1e021f4e4b94b63b0e379d66719424de28a

Aliases

arxiv: 2501.00967 · arxiv_version: 2501.00967v1 · doi: 10.48550/arxiv.2501.00967 · pith_short_12: WWL2ZQE3KAFJ · pith_short_16: WWL2ZQE3KAFJJ5JD · pith_short_8: WWL2ZQE3

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/WWL2ZQE3KAFJJ5JDBR7IXE6R4A \
  | 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: b597acc09b500a94f5230c7e8b93d1e021f4e4b94b63b0e379d66719424de28a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04d68139e52b89e987d807332ff4d2a8e362e8e4373aff5bbf358b2436719f29",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-01-01T21:58:19Z",
    "title_canon_sha256": "c06ea9bec5f22a2098e73c1a9faff1ed47bc804416ff83ee6eb750dbb0aa6fb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00967",
    "kind": "arxiv",
    "version": 1
  }
}