Pith Number

pith:UXNTCANQ

pith:2021:UXNTCANQ4Z3O76Z2NIAESSTEWW

not attested not anchored not stored refs pending

Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains

Aldair E. Gongora, Armi Tiihonen, Benji Maruyama, Daniil Bash, Flore Mekki-Berrada, James R. Deneault, John Fisher III, Kedar Hippalgaonkar, Keith A. Brown, Qiaohao Liang, Saif A. Khan, Shijing Sun, Tonio Buonassisi, Zekun Ren, Zhe Liu

arxiv:2106.01309 v1 · 2021-05-23 · cond-mat.mtrl-sci · cs.LG · physics.data-an

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UXNTCANQ4Z3O76Z2NIAESSTEWW}

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	2026-07-05T02:45:45.902404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5db3101b0e676effb3a6a00494a64b589c15d9e972ccd9de1e19225960cc802

Aliases

arxiv: 2106.01309 · arxiv_version: 2106.01309v1 · doi: 10.48550/arxiv.2106.01309 · pith_short_12: UXNTCANQ4Z3O · pith_short_16: UXNTCANQ4Z3O76Z2 · pith_short_8: UXNTCANQ

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/UXNTCANQ4Z3O76Z2NIAESSTEWW \
  | 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: a5db3101b0e676effb3a6a00494a64b589c15d9e972ccd9de1e19225960cc802

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd06e0d8df749569b056f00d18edd2b228a4910ba335819aad1947c5360e63df",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.data-an"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2021-05-23T22:04:07Z",
    "title_canon_sha256": "831dcc18bc45a39795bfe2b8c0e6c5679b717cec1703c10378ae14acec4e5e18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.01309",
    "kind": "arxiv",
    "version": 1
  }
}