pith. sign in
Pith Number

pith:I2KU3FLT

pith:2019:I2KU3FLTHDVDCTLM2EUHM6VC5G
not attested not anchored not stored refs pending

Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning

Andreas Krause, Benedikt Schumacher, Marcello Fiducioso, Markus Gwerder, Sebastian Curi

arxiv:1906.12086 v1 · 2019-06-28 · cs.LG · cs.SY · eess.SY · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{I2KU3FLTHDVDCTLM2EUHM6VC5G}

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 2026-05-17T23:41:59.313366Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

46954d957338ea314d6cd128767aa2e9941d3ac2308ba2e88e764b491be768ba

Aliases

arxiv: 1906.12086 · arxiv_version: 1906.12086v1 · doi: 10.48550/arxiv.1906.12086 · pith_short_12: I2KU3FLTHDVD · pith_short_16: I2KU3FLTHDVDCTLM · pith_short_8: I2KU3FLT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/I2KU3FLTHDVDCTLM2EUHM6VC5G \
  | 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: 46954d957338ea314d6cd128767aa2e9941d3ac2308ba2e88e764b491be768ba
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "96af32aaaa23031b8e67859902febdc5801da02661b80002282e37e6f068294f",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-28T08:21:04Z",
    "title_canon_sha256": "fd448433a38861cd2aed089460e43a32212f281468a66afe16e52b790fcf3b00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.12086",
    "kind": "arxiv",
    "version": 1
  }
}