Pith Number

pith:7NRXTQJC

pith:2025:7NRXTQJCQZY3YQBPHTH3OA4IM7

not attested not anchored not stored refs pending

GeoTransolver: Learning Physics on Irregular Domains Using Multi-scale Geometry Aware Physics Attention Transformer

Corey Adams, Ram Cherukuri, Rishikesh Ranade, Sanjay Choudhry

arxiv:2512.20399 v3 · 2025-12-23 · cs.LG · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7NRXTQJCQZY3YQBPHTH3OA4IM7}

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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

9 papers in Pith

High-Fidelity Industrial Crash Dynamics Prediction via Geometry-Aware Operator Learning with Memory-Efficient Low-Rank Attention

Adapting Automotive Aerodynamics Surrogates to New Vehicle Families via Transfer Learning

Attention mechanism for scalable mesh-based neural surrogates of free-surface fluids

CarCrashNet: A Large-Scale Dataset and Hierarchical Neural Solver for Data-Driven Structural Crash Simulation

Crash Assessment via Mesh-Based Graph Neural Networks and Physics-Aware Attention

Receipt and verification

First computed	2026-06-23T03:14:27.826825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb6379c1228671bc402f3ccfb7038867f6526e60a62aff0b086f367e1d62b1d9

Aliases

arxiv: 2512.20399 · arxiv_version: 2512.20399v3 · doi: 10.48550/arxiv.2512.20399 · pith_short_12: 7NRXTQJCQZY3 · pith_short_16: 7NRXTQJCQZY3YQBP · pith_short_8: 7NRXTQJC

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/7NRXTQJCQZY3YQBPHTH3OA4IM7 \
  | 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: fb6379c1228671bc402f3ccfb7038867f6526e60a62aff0b086f367e1d62b1d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c50829c1fb042993b379b2bbfb3378b5b9c6bf2b706881b889ded53ede31fe4a",
    "cross_cats_sorted": [
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-12-23T14:40:08Z",
    "title_canon_sha256": "ed0efc6fc9fc726c494cf244bbdc2092f726e7aa46a8f6f557a4a2e79eb012d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.20399",
    "kind": "arxiv",
    "version": 3
  }
}