Pith Number

pith:PH7GAHEX

pith:2025:PH7GAHEXPXV35NKLEEDKFU4JI6

not attested not anchored not stored refs pending

Bit-bit encoding, optimizer-free training and sub-net initialization: techniques for scalable quantum machine learning

Sonika Johri

arxiv:2501.02148 v2 · 2025-01-04 · quant-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PH7GAHEXPXV35NKLEEDKFU4JI6}

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

A Quantum Platform for Multiomics Data

Receipt and verification

First computed	2026-07-05T09:58:27.661703Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79fe601c977debbeb54b2106a2d3894796c53b1d476c0c11e2be7e1d0c470b87

Aliases

arxiv: 2501.02148 · arxiv_version: 2501.02148v2 · doi: 10.48550/arxiv.2501.02148 · pith_short_12: PH7GAHEXPXV3 · pith_short_16: PH7GAHEXPXV35NKL · pith_short_8: PH7GAHEX

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/PH7GAHEXPXV35NKLEEDKFU4JI6 \
  | 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: 79fe601c977debbeb54b2106a2d3894796c53b1d476c0c11e2be7e1d0c470b87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c569380008aff56438ba4b697c5e65c20e66746a6f43a4e0fb8c4a8dc348d3f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2025-01-04T00:35:14Z",
    "title_canon_sha256": "4c2a581183904fa2d296a271421f5f593b9a4250a1790db3baedefc782093b81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02148",
    "kind": "arxiv",
    "version": 2
  }
}