Pith Number

pith:4CD52RFJ

pith:2022:4CD52RFJZC4LL55YSMC4TDGFSP

not attested not anchored not stored refs pending

e3nn: Euclidean Neural Networks

Mario Geiger, Tess Smidt

arxiv:2207.09453 v1 · 2022-07-18 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4CD52RFJZC4LL55YSMC4TDGFSP}

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

23 papers in Pith

When Do Geometric Algebra Layers Beat Scalarization? A Controlled Study on SO(3)-Equivariant Vector Laws

A Combined Tight Binding with Machine Learning Potential Model for Magnesium Compounds

Robust and Interpretable Adaptation of Equivariant Materials Foundation Models via Sparsity-promoting Fine-tuning

Multitask learning with semiempirical orbital charges enables sample-efficient MLIPs

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

Receipt and verification

First computed	2026-07-05T04:41:57.959924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e087dd44a9c8b8b5f7b89305c98cc593ffd3a0aa25cb08bec5f076089a92735d

Aliases

arxiv: 2207.09453 · arxiv_version: 2207.09453v1 · doi: 10.48550/arxiv.2207.09453 · pith_short_12: 4CD52RFJZC4L · pith_short_16: 4CD52RFJZC4LL55Y · pith_short_8: 4CD52RFJ

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/4CD52RFJZC4LL55YSMC4TDGFSP \
  | 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: e087dd44a9c8b8b5f7b89305c98cc593ffd3a0aa25cb08bec5f076089a92735d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c07d7d113dd883d6a677b0057853c002193d38e2303dd3dfe14ed3e04114942c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-18T21:19:40Z",
    "title_canon_sha256": "75da260aa939e1bc81b0e18e6829ab7691ec8dd641e85022bf3ae8d0acb52cd0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.09453",
    "kind": "arxiv",
    "version": 1
  }
}