Pith Number

pith:2DM6FA32

pith:2025:2DM6FA327UTLY2VY3LZ654AGFJ

not attested not anchored not stored refs pending

The Impact of Software Testing with Quantum Optimization Meets Machine Learning

Gopichand Bandarupalli

arxiv:2506.02090 v1 · 2025-06-02 · cs.SE · cs.AI · 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{2DM6FA327UTLY2VY3LZ654AGFJ}

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	2026-07-05T11:14:32.245606Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0d9e2837afd26bc6ab8daf3eef0062a40950e2fb7b92b2867b3534ccacb2ce1

Aliases

arxiv: 2506.02090 · arxiv_version: 2506.02090v1 · doi: 10.48550/arxiv.2506.02090 · pith_short_12: 2DM6FA327UTL · pith_short_16: 2DM6FA327UTLY2VY · pith_short_8: 2DM6FA32

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/2DM6FA327UTLY2VY3LZ654AGFJ \
  | 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: d0d9e2837afd26bc6ab8daf3eef0062a40950e2fb7b92b2867b3534ccacb2ce1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d341042914c7e3e34258eb8b535992bdc310fb48138543af16aeb6aa5b0a121",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-06-02T15:04:10Z",
    "title_canon_sha256": "f89bc8041088d21c24507a294054bc58e18310ce2bcd6a2464e753d268bfc9ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02090",
    "kind": "arxiv",
    "version": 1
  }
}