Pith Number

pith:W5ZEWVVV

pith:2020:W5ZEWVVV3KP5GGDMSRSYB6ZNMW

not attested not anchored not stored refs pending

Theoretical Aspects of Group Equivariant Neural Networks

Carlos Esteves

arxiv:2004.05154 v2 · 2020-04-10 · cs.LG · 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{W5ZEWVVV3KP5GGDMSRSYB6ZNMW}

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

Symmetry-preserving neural networks in lattice field theories

Receipt and verification

First computed	2026-07-05T00:59:24.856003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7724b56b5da9fd3186c946580fb2d659df35664cd05ee738ce26d4c870d1c7d

Aliases

arxiv: 2004.05154 · arxiv_version: 2004.05154v2 · doi: 10.48550/arxiv.2004.05154 · pith_short_12: W5ZEWVVV3KP5 · pith_short_16: W5ZEWVVV3KP5GGDM · pith_short_8: W5ZEWVVV

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/W5ZEWVVV3KP5GGDMSRSYB6ZNMW \
  | 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: b7724b56b5da9fd3186c946580fb2d659df35664cd05ee738ce26d4c870d1c7d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6474a2689441e34ce96d13c88ae87975d963a5b5bd8f31880e561139951414ca",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-04-10T17:57:27Z",
    "title_canon_sha256": "f11aeb1e187751f55507082585616ecfbfa62c8de14441f54fda0282e4aab6f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.05154",
    "kind": "arxiv",
    "version": 2
  }
}