Pith Number

pith:VUG4UZF3

pith:2021:VUG4UZF3TXA3VKMMZ7OD2BAOVJ

not attested not anchored not stored refs pending

Geometric Deep Learning and Equivariant Neural Networks

Christoffer Petersson, Daniel Persson, Fredrik Ohlsson, Hampus Linander, Jan E. Gerken, Jimmy Aronsson, Oscar Carlsson

arxiv:2105.13926 v1 · 2021-05-28 · cs.LG · cs.CV · hep-th

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VUG4UZF3TXA3VKMMZ7OD2BAOVJ}

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	2026-07-05T02:44:12.644881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad0dca64bb9dc1baa98ccfdc3d040eaa59f9152eb23b52e9d4269aaaf0c9a6e0

Aliases

arxiv: 2105.13926 · arxiv_version: 2105.13926v1 · doi: 10.48550/arxiv.2105.13926 · pith_short_12: VUG4UZF3TXA3 · pith_short_16: VUG4UZF3TXA3VKMM · pith_short_8: VUG4UZF3

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/VUG4UZF3TXA3VKMMZ7OD2BAOVJ \
  | 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: ad0dca64bb9dc1baa98ccfdc3d040eaa59f9152eb23b52e9d4269aaaf0c9a6e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2201fd98dcd76c8cbcefdd2f287a691d617debacadb27398a406db6aaeca4c78",
    "cross_cats_sorted": [
      "cs.CV",
      "hep-th"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-28T15:41:52Z",
    "title_canon_sha256": "0ed1397fc9c037759a493ea08b269bab3ab07f0304c6da652fc718b11a317655"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.13926",
    "kind": "arxiv",
    "version": 1
  }
}