Pith Number

pith:4IG7SSDE

pith:2025:4IG7SSDEB5MGL3ZDSSGBC7PGIB

not attested not anchored not stored refs pending

Advances in Machine Learning: Where Can Quantum Techniques Help?

Apoorva D Patel, Kumari Jyoti, Rohit K Ramakrishnan, Samarth Kashyap

arxiv:2507.08379 v1 · 2025-07-11 · cs.LG · 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{4IG7SSDEB5MGL3ZDSSGBC7PGIB}

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

2 papers in Pith

Image classification via a quantum-inspired strategy involving a mixture of experts

Rendering Coherent Scattering via Quantum Collision Models

Receipt and verification

First computed	2026-07-05T11:35:36.970336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e20df948640f5865ef23948c117de640795235771194ce35f12dd5c04fdeeabe

Aliases

arxiv: 2507.08379 · arxiv_version: 2507.08379v1 · doi: 10.48550/arxiv.2507.08379 · pith_short_12: 4IG7SSDEB5MG · pith_short_16: 4IG7SSDEB5MGL3ZD · pith_short_8: 4IG7SSDE

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/4IG7SSDEB5MGL3ZDSSGBC7PGIB \
  | 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: e20df948640f5865ef23948c117de640795235771194ce35f12dd5c04fdeeabe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab3f3db7fb161dbcf694fc578f0db902e46a7af9575625b89162146d2efb35d0",
    "cross_cats_sorted": [
      "quant-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-11T07:47:47Z",
    "title_canon_sha256": "9cd3b6615a2b2d617fe010ce3e5b77a3027a0acad8c9258ebc3512677bc85c95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08379",
    "kind": "arxiv",
    "version": 1
  }
}