Pith Number

pith:S6TCCFVY

pith:2026:S6TCCFVYCWX2AEO77J4BF4OUCF

not attested not anchored not stored refs pending

Quantum Tunneling-Aware Machine Learning: Physics-Derived Noise Models for Robust Deployment

Jaeho Hwang, Uiwon Hwang

arxiv:2606.00741 v1 · 2026-05-30 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S6TCCFVYCWX2AEO77J4BF4OUCF}

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	2026-06-02T01:04:04.302450Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97a62116b815afa011dffa7812f1d4116f794ed710dc8fbe74b996747ced7bda

Aliases

arxiv: 2606.00741 · arxiv_version: 2606.00741v1 · doi: 10.48550/arxiv.2606.00741 · pith_short_12: S6TCCFVYCWX2 · pith_short_16: S6TCCFVYCWX2AEO7 · pith_short_8: S6TCCFVY

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/S6TCCFVYCWX2AEO77J4BF4OUCF \
  | 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: 97a62116b815afa011dffa7812f1d4116f794ed710dc8fbe74b996747ced7bda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d75dc353e47b1b2e16d3c61c6477eef87fda33d56220c33f8dd4d20d594c5733",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-30T14:21:16Z",
    "title_canon_sha256": "8890b179fdcd3f98e6bc18064cf8d327c296f71187d31aabda2a0544e16f104a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00741",
    "kind": "arxiv",
    "version": 1
  }
}