Pith Number

pith:HTQYDU5O

pith:2023:HTQYDU5OQSBB56YY5JPD5V26DU

not attested not anchored not stored refs pending

A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural Networks

Daniel Justice, Eyup B. Unlu, Gopal Ramesh Dahale, Katia Matcheva, Konstantin T. Matchev, Kyoungchul Kong, Mar\c{c}al Comajoan Cara, Roy T. Forestano, Sergei Gleyzer, Tom Magorsch, Zhongtian Dong

arxiv:2311.18672 v3 · 2023-11-30 · quant-ph · cs.LG · hep-ph · 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{HTQYDU5OQSBB56YY5JPD5V26DU}

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

Exponentially many initializations to avoid barren plateaus

Receipt and verification

First computed	2026-07-05T08:21:44.926520Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ce181d3ae84821efb18ea5e3ed75e1d3f608285c58c8cfd2a911b57da5a8e83

Aliases

arxiv: 2311.18672 · arxiv_version: 2311.18672v3 · doi: 10.48550/arxiv.2311.18672 · pith_short_12: HTQYDU5OQSBB · pith_short_16: HTQYDU5OQSBB56YY · pith_short_8: HTQYDU5O

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/HTQYDU5OQSBB56YY5JPD5V26DU \
  | 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: 3ce181d3ae84821efb18ea5e3ed75e1d3f608285c58c8cfd2a911b57da5a8e83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "255423fb9469462926105b2e12757ee80ca9382994b402794679286ae0518409",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ph",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2023-11-30T16:19:13Z",
    "title_canon_sha256": "ed8a8c0c1e61507ed66eec2b11668b1eae35c5cb341db7a698d41511034ca053"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.18672",
    "kind": "arxiv",
    "version": 3
  }
}