Pith Number

pith:E4QF5T43

pith:2025:E4QF5T43WH6I6NHIO5YRHEICZ7

not attested not anchored not stored refs pending

Honegumi: An Interface for Accelerating the Adoption of Bayesian Optimization in the Experimental Sciences

Andrew R. Falkowski, Sterling G. Baird, Taylor D. Sparks

arxiv:2502.06815 v1 · 2025-02-04 · cs.LG · cond-mat.mtrl-sci

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E4QF5T43WH6I6NHIO5YRHEICZ7}

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	2026-07-05T10:16:20.697996Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27205ecf9bb1fc8f34e87771139102cffb93e6cbd05992d2d018001b290889e4

Aliases

arxiv: 2502.06815 · arxiv_version: 2502.06815v1 · doi: 10.48550/arxiv.2502.06815 · pith_short_12: E4QF5T43WH6I · pith_short_16: E4QF5T43WH6I6NHI · pith_short_8: E4QF5T43

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/E4QF5T43WH6I6NHIO5YRHEICZ7 \
  | 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: 27205ecf9bb1fc8f34e87771139102cffb93e6cbd05992d2d018001b290889e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3edc5c0b6609671320f7f6b77ec63efc54aacd092e600ceeb2da1838dc9761d7",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-04T23:53:59Z",
    "title_canon_sha256": "7aebb51a9795521f4f39ddd70e5e1788182b7b45767821b46153729816e9591a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06815",
    "kind": "arxiv",
    "version": 1
  }
}