Pith Number

pith:L7IHOD27

pith:2024:L7IHOD27VJU2UNVFGUJAIT2AB4

not attested not anchored not stored refs pending

Probabilistic Approach to Black-Box Binary Optimization with Budget Constraints: Application to Sensor Placement

Ahmed Attia

arxiv:2406.05830 v2 · 2024-06-09 · math.OC · cs.CE · cs.LG · math.CO · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L7IHOD27VJU2UNVFGUJAIT2AB4}

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

Robust optimal design of large-scale Bayesian nonlinear inverse problems

Receipt and verification

First computed	2026-06-30T02:16:48.277648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fd0770f5faa69aa36a53512044f400f1b78e6015dc9d862a589de378efa4a1e

Aliases

arxiv: 2406.05830 · arxiv_version: 2406.05830v2 · doi: 10.48550/arxiv.2406.05830 · pith_short_12: L7IHOD27VJU2 · pith_short_16: L7IHOD27VJU2UNVF · pith_short_8: L7IHOD27

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/L7IHOD27VJU2UNVFGUJAIT2AB4 \
  | 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: 5fd0770f5faa69aa36a53512044f400f1b78e6015dc9d862a589de378efa4a1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "086134b6dd8c73d341bb1a061c2c669ac5c4b17769c914242bad30b3cf9b5512",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.LG",
      "math.CO",
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-06-09T15:37:28Z",
    "title_canon_sha256": "60586072abd98bac33c6625bca4375631816587cf2e07f38eb1d54e7974c5d34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.05830",
    "kind": "arxiv",
    "version": 2
  }
}