Pith Number

pith:TDUUXFNH

pith:2022:TDUUXFNHYNX3Z4UZFU5DKQAOJU

not attested not anchored not stored refs pending

Categories of Differentiable Polynomial Circuits for Machine Learning

Fabio Zanasi, Paul Wilson

arxiv:2203.06430 v2 · 2022-03-12 · cs.LG · math.CT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TDUUXFNHYNX3Z4UZFU5DKQAOJU}

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

Accelerating Machine Learning Systems via Category Theory: Applications to Spherical Attention for Gene Regulatory Networks

Receipt and verification

First computed	2026-07-05T04:21:11.005959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98e94b95a7c36fbcf2992d3a35400e4d07c45e62157dd3a039274adcbe967123

Aliases

arxiv: 2203.06430 · arxiv_version: 2203.06430v2 · doi: 10.48550/arxiv.2203.06430 · pith_short_12: TDUUXFNHYNX3 · pith_short_16: TDUUXFNHYNX3Z4UZ · pith_short_8: TDUUXFNH

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/TDUUXFNHYNX3Z4UZFU5DKQAOJU \
  | 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: 98e94b95a7c36fbcf2992d3a35400e4d07c45e62157dd3a039274adcbe967123

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "006bddf8528ada5580490dcc66133ed95011b77d44b3eeda8a4a1d490793c6db",
    "cross_cats_sorted": [
      "math.CT"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-12T13:03:30Z",
    "title_canon_sha256": "3db24eda0366a1b7b86e1f6ed5e4161efd061e7db7e3eb877bb98c7df4c89a94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.06430",
    "kind": "arxiv",
    "version": 2
  }
}