Pith Number

pith:2F42ECPQ

pith:2023:2F42ECPQUIHU57TMIYRCFF2FGX

not attested not anchored not stored refs pending

Bayesian Optimization Algorithms for Accelerator Physics

Andrea Santamaria Garcia, Angel Ferran Pousa, Annika Eichler, Auralee L. Edelen, Brahim Mustapha, Chenran Xu, Daniel Ratner, Dylan Kennedy, Fuhao Ji, Jan Kaiser, Jannis O. Lubsen, Jason St. John, Jose Martinez, Matthew J. V. Streeter, Natalie M. Isenberg, Nikita Kuklev, Remi Lehe, Ryan Roussel, Simone Maria Liuzzo, Tobias Boltz, Verena Kain, Weijian Lin, Willie Neiswanger, Xiaobiao Huang, Yuan Gao, Zhe Zhang

arxiv:2312.05667 v2 · 2023-12-09 · physics.acc-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2F42ECPQUIHU57TMIYRCFF2FGX}

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

Self-Supervised Calibration of Scientific Instruments Using Physical Consistency Constraints

Receipt and verification

First computed	2026-07-05T08:05:06.814935Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d179a209f0a20f4efe6c462222974535c574cacadebb012e2d409c216d3d4832

Aliases

arxiv: 2312.05667 · arxiv_version: 2312.05667v2 · doi: 10.48550/arxiv.2312.05667 · pith_short_12: 2F42ECPQUIHU · pith_short_16: 2F42ECPQUIHU57TM · pith_short_8: 2F42ECPQ

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/2F42ECPQUIHU57TMIYRCFF2FGX \
  | 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: d179a209f0a20f4efe6c462222974535c574cacadebb012e2d409c216d3d4832

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a686171570aa30778282f785051bc254cf1e1d626949ff1d7e56d29eaa19b6c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.acc-ph",
    "submitted_at": "2023-12-09T20:15:06Z",
    "title_canon_sha256": "5fa46d75d14a116544398f17584f97c23f97d05de8dde90c01a760e0837e0f1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.05667",
    "kind": "arxiv",
    "version": 2
  }
}