Pith Number

pith:67X3UGCL

pith:2022:67X3UGCLLSXFHWFBKIMKNZDKZA

not attested not anchored not stored refs pending

Clifford Neural Layers for PDE Modeling

Jayesh K. Gupta, Johannes Brandstetter, Max Welling, Rianne van den Berg

arxiv:2209.04934 v2 · 2022-09-08 · cs.LG · cs.CV · physics.flu-dyn

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{67X3UGCLLSXFHWFBKIMKNZDKZA}

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

Geometric Algebra Meets Cartesian Tensors: Higher-Order Equivariance for Interatomic Potentials

Algorithmically Designed Artificial Neural Networks (ADANNs): Higher order deep operator learning for parametric partial differential equations

Receipt and verification

First computed	2026-07-05T05:47:33.443356Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7efba184b5cae53d8a15218a6e46ac83d85b60e1952e8d156172b5bcf77e617

Aliases

arxiv: 2209.04934 · arxiv_version: 2209.04934v2 · doi: 10.48550/arxiv.2209.04934 · pith_short_12: 67X3UGCLLSXF · pith_short_16: 67X3UGCLLSXFHWFB · pith_short_8: 67X3UGCL

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/67X3UGCLLSXFHWFBKIMKNZDKZA \
  | 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: f7efba184b5cae53d8a15218a6e46ac83d85b60e1952e8d156172b5bcf77e617

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0dcc3ff31dceb60c138d398ecb814d7841ee0a65dd1a5d3fb688be7a7f0ea51e",
    "cross_cats_sorted": [
      "cs.CV",
      "physics.flu-dyn"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-08T17:35:30Z",
    "title_canon_sha256": "178017d9722262c4d4e2cc5b99441d21a53406845d87ef3082e5d97ff204ae92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.04934",
    "kind": "arxiv",
    "version": 2
  }
}