Pith Number

pith:4CZVSHLD

pith:2025:4CZVSHLDBSKWZTIDQP3BIWSXAQ

not attested not anchored not stored refs pending

FIGNN: Feature-Specific Interpretability for Graph Neural Network Surrogate Models

Riddhiman Raut, Romit Maulik, Shivam Barwey

arxiv:2506.11398 v1 · 2025-06-13 · cs.LG · physics.flu-dyn

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4CZVSHLDBSKWZTIDQP3BIWSXAQ}

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

Courant: a State-Adaptive Perceiver-Based Neural Surrogate with Local Support and Interpretable Field Decomposition

Receipt and verification

First computed	2026-07-05T11:21:03.641084Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0b3591d630c956ccd0383f6145a570430a62cbf5c741ba9f7f4fff1f4bc2b45

Aliases

arxiv: 2506.11398 · arxiv_version: 2506.11398v1 · doi: 10.48550/arxiv.2506.11398 · pith_short_12: 4CZVSHLDBSKW · pith_short_16: 4CZVSHLDBSKWZTID · pith_short_8: 4CZVSHLD

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/4CZVSHLDBSKWZTIDQP3BIWSXAQ \
  | 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: e0b3591d630c956ccd0383f6145a570430a62cbf5c741ba9f7f4fff1f4bc2b45

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6791ac18ee75ec44dc2728709254139fcfa4f72782855a3d3b65e66f996a7729",
    "cross_cats_sorted": [
      "physics.flu-dyn"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-13T01:45:37Z",
    "title_canon_sha256": "41db1ca1f046d071d7966e2313830860320b1860c8dc808d5532eea65109ac49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11398",
    "kind": "arxiv",
    "version": 1
  }
}