Pith Number

pith:55X7P7NP

pith:2016:55X7P7NPJ3PFQMMMEB5EMOPKEY

not attested not anchored not stored refs pending

Warm Starting Bayesian Optimization

Jialei Wang, Matthias Poloczek, Peter I. Frazier

arxiv:1608.03585 v1 · 2016-08-11 · stat.ML · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{55X7P7NPJ3PFQMMMEB5EMOPKEY}

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

Physics-informed automated surface reconstructing via low-energy electron diffraction based on Bayesian optimization

Receipt and verification

First computed	2026-05-18T01:09:28.682066Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef6ff7fdaf4ede58318c207a4639ea261d16e9323155cbdd697f34765b7165c3

Aliases

arxiv: 1608.03585 · arxiv_version: 1608.03585v1 · doi: 10.48550/arxiv.1608.03585 · pith_short_12: 55X7P7NPJ3PF · pith_short_16: 55X7P7NPJ3PFQMMM · pith_short_8: 55X7P7NP

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/55X7P7NPJ3PFQMMMEB5EMOPKEY \
  | 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: ef6ff7fdaf4ede58318c207a4639ea261d16e9323155cbdd697f34765b7165c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab3ebc56bc1f51c174805eed5acb0da48defd0aa8b37e32e913e28456974b885",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-08-11T19:56:27Z",
    "title_canon_sha256": "3577a91731bdda8b5f5272578e9f7474c41845c70f85c08b5d1084396db09eba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1608.03585",
    "kind": "arxiv",
    "version": 1
  }
}