Pith Number

pith:TBPYXRP7

pith:2024:TBPYXRP7TTW2VPV332XOBZLYZM

not attested not anchored not stored refs pending

Optimizing Falsification for Learning-Based Control Systems: A Multi-Fidelity Bayesian Approach

Ali Baheri, Mykel J. Kochenderfer, Zahra Shahrooei

arxiv:2409.08097 v1 · 2024-09-12 · eess.SY · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TBPYXRP7TTW2VPV332XOBZLYZM}

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

SMTL: A Stratified Logic for Expressive Multi-Level Temporal Specifications

Receipt and verification

First computed	2026-07-05T09:06:20.186301Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

985f8bc5ff9cedaabebbdeaee0e578cb0f1c10ed3f6c3d15a8a303e042409f4e

Aliases

arxiv: 2409.08097 · arxiv_version: 2409.08097v1 · doi: 10.48550/arxiv.2409.08097 · pith_short_12: TBPYXRP7TTW2 · pith_short_16: TBPYXRP7TTW2VPV3 · pith_short_8: TBPYXRP7

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/TBPYXRP7TTW2VPV332XOBZLYZM \
  | 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: 985f8bc5ff9cedaabebbdeaee0e578cb0f1c10ed3f6c3d15a8a303e042409f4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3742123a9e398997836815ee16e031c1a607132dcea6cf86b9fb0601ae206f21",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-09-12T14:51:03Z",
    "title_canon_sha256": "14aafb5bd74838f879bc32ebc0dd3db3f78cc98e20b7272bdf38a2ea2984eeae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.08097",
    "kind": "arxiv",
    "version": 1
  }
}