Pith Number

pith:JCXBPKWW

pith:2021:JCXBPKWWCPBAYSZ3JEALL2CXL4

not attested not anchored not stored refs pending

Boundary Graph Neural Networks for 3D Simulations

Andreas Mayr, Arno Mayrhofer, Christoph Kloss, Johannes Brandstetter, Sebastian Lehner, Sepp Hochreiter

arxiv:2106.11299 v7 · 2021-06-21 · cs.LG · cs.AI · 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{JCXBPKWWCPBAYSZ3JEALL2CXL4}

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

BASIL: Best-Action Symbolic Interpretable Learning for Evolving Compact RL Policies

Receipt and verification

First computed	2026-07-05T06:02:44.217788Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48ae17aad613c20c4b3b4900b5e8575f2dc2a3e506c484d5e55b0ef9045d0a48

Aliases

arxiv: 2106.11299 · arxiv_version: 2106.11299v7 · doi: 10.48550/arxiv.2106.11299 · pith_short_12: JCXBPKWWCPBA · pith_short_16: JCXBPKWWCPBAYSZ3 · pith_short_8: JCXBPKWW

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/JCXBPKWWCPBAYSZ3JEALL2CXL4 \
  | 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: 48ae17aad613c20c4b3b4900b5e8575f2dc2a3e506c484d5e55b0ef9045d0a48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2dedca69e036949549e4a7cb06029ad1af782fa03cd7bb5d0a7fdb6c844f700",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-21T17:56:07Z",
    "title_canon_sha256": "8092894aaeb158d931a10e641e45351dc9853af45ffa43cb298189f9401dd8c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.11299",
    "kind": "arxiv",
    "version": 7
  }
}