Pith Number

pith:UHH3SPAH

pith:2023:UHH3SPAHRTD7DDOQGPJ22N6BYF

not attested not anchored not stored refs pending

A dynamic Bayesian optimized active recommender system for curiosity-driven Human-in-the-loop automated experiments

Arpan Biswas, Jan-Chi Yang, Maxim A. Ziatdinov, Nicole Creange, Rama K. Vasudevan, Sergei V. Kalinin, Stephen Jesse, Yongtao Liu, Yu-Chen Liu

arxiv:2304.02484 v1 · 2023-04-05 · 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{UHH3SPAHRTD7DDOQGPJ22N6BYF}

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

Human-AI Synergy in Adaptive Active Learning for Continuous Lithium Carbonate Crystallization Optimization

Receipt and verification

First computed	2026-07-05T05:58:26.095794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1cfb93c078cc7f18dd033d3ad37c1c148ec7b754a9dc66913f9254546f45acd

Aliases

arxiv: 2304.02484 · arxiv_version: 2304.02484v1 · doi: 10.48550/arxiv.2304.02484 · pith_short_12: UHH3SPAHRTD7 · pith_short_16: UHH3SPAHRTD7DDOQ · pith_short_8: UHH3SPAH

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/UHH3SPAHRTD7DDOQGPJ22N6BYF \
  | 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: a1cfb93c078cc7f18dd033d3ad37c1c148ec7b754a9dc66913f9254546f45acd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94a89668d1ac2f8b12613a0ace564ad52480a0f4e43a27ccc9671f621048f08e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-05T14:54:34Z",
    "title_canon_sha256": "362e224bd7bf07255b7996af98e4f4c2b0a7621984e0f9620d79fbabb836cd4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.02484",
    "kind": "arxiv",
    "version": 1
  }
}