Pith Number

pith:Z543TA55

pith:2024:Z543TA55LN7WK4NL2VHFBT72WX

not attested not anchored not stored refs pending

Geometry-Informed Neural Networks

Andreas Radler, Arturs Berzins, Eric Volkmann, Johannes Brandstetter, Sebastian Sanokowski, Sepp Hochreiter

arxiv:2402.14009 v4 · 2024-02-21 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z543TA55LN7WK4NL2VHFBT72WX}

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

3 papers in Pith

Neural Operator-enabled Topology-informed Evolutionary Strategy for PDE-Constrained Optimization

GIBLy: Improving 3D Semantic Segmentation through an Architecture-Agnostic Lightweight Geometric Inductive Bias Layer

GLUE: Coordinating Pre-Trained Generative Models for System-Level Design

Receipt and verification

First computed	2026-07-05T11:39:02.240571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf79b983bd5b7f6571abd54e50cffab5fea48455de9243e7584756e74a92ff57

Aliases

arxiv: 2402.14009 · arxiv_version: 2402.14009v4 · doi: 10.48550/arxiv.2402.14009 · pith_short_12: Z543TA55LN7W · pith_short_16: Z543TA55LN7WK4NL · pith_short_8: Z543TA55

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/Z543TA55LN7WK4NL2VHFBT72WX \
  | 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: cf79b983bd5b7f6571abd54e50cffab5fea48455de9243e7584756e74a92ff57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56d97b19cd06531f0aff144a717118bd79f327bc9900b3508c85c5dc703c9078",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-21T18:50:12Z",
    "title_canon_sha256": "1fbe6d5be7f0d462d9c3bd8ca2705c825c1c6dfa7a8939b9f8f0f2e9ae347441"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.14009",
    "kind": "arxiv",
    "version": 4
  }
}