Pith Number

pith:Z6AJ4FS7

pith:2023:Z6AJ4FS7GTELO66ZYMDNPO6DMZ

not attested not anchored not stored refs pending

Graph Neural Operators for Classification of Spatial Transcriptomics Data

Alhassan S. Yasin, Junaid Ahmed

arxiv:2302.00658 v1 · 2023-02-01 · cs.LG · cs.AI · q-bio.GN · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z6AJ4FS7GTELO66ZYMDNPO6DMZ}

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

Principled Approaches for Extending Neural Architectures to Function Spaces for Operator Learning

Receipt and verification

First computed	2026-07-05T05:38:05.709707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf809e165f34c8b77bd9c306d7bbc3665d417ec615db9b0f4353cf6a55a946df

Aliases

arxiv: 2302.00658 · arxiv_version: 2302.00658v1 · doi: 10.48550/arxiv.2302.00658 · pith_short_12: Z6AJ4FS7GTEL · pith_short_16: Z6AJ4FS7GTELO66Z · pith_short_8: Z6AJ4FS7

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/Z6AJ4FS7GTELO66ZYMDNPO6DMZ \
  | 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: cf809e165f34c8b77bd9c306d7bbc3665d417ec615db9b0f4353cf6a55a946df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0960ac654c293477b23790ae1bb7f0dcf96ad727ace1d69a021a97cb439f986d",
    "cross_cats_sorted": [
      "cs.AI",
      "q-bio.GN",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-01T18:32:06Z",
    "title_canon_sha256": "aabdbb20e2e1508800d9b98632790ea9effa6312c8097611f1bb19ec79089d3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.00658",
    "kind": "arxiv",
    "version": 1
  }
}