Pith Number

pith:RKLU37LX

pith:2024:RKLU37LXGJPE6KBYMOHAVZI4FQ

not attested not anchored not stored refs pending

Fast meta-solvers for 3D complex-shape scatterers using neural operators trained on a non-scattering problem

Adar Kahana, Eli Turkel, George Em Karniadakis, Jay Pathak, Rishikesh Ranade, Shanqing Liu, Youngkyu Lee, Zongren Zou

arxiv:2405.12380 v2 · 2024-05-20 · 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{RKLU37LXGJPE6KBYMOHAVZI4FQ}

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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

1 paper in Pith

XRePIT: A deep learning-computational fluid dynamics hybrid framework implemented in OpenFOAM for fast, robust, and scalable unsteady simulations

Receipt and verification

First computed	2026-07-05T11:39:03.087641Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a974dfd77325e4f2838638e0ae51c2c1a994bb01f3fd83074d03a53d3e54c01

Aliases

arxiv: 2405.12380 · arxiv_version: 2405.12380v2 · doi: 10.48550/arxiv.2405.12380 · pith_short_12: RKLU37LXGJPE · pith_short_16: RKLU37LXGJPE6KBY · pith_short_8: RKLU37LX

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/RKLU37LXGJPE6KBYMOHAVZI4FQ \
  | 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: 8a974dfd77325e4f2838638e0ae51c2c1a994bb01f3fd83074d03a53d3e54c01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ee2ce81f950d2f2fcf3deb169bf9265f09612804ea38cfe3f70ed563434ed68",
    "cross_cats_sorted": [
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-20T21:20:28Z",
    "title_canon_sha256": "dd888ce71495aed4ca6b70ca097928ce271560892feff4f26c602d37019578c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.12380",
    "kind": "arxiv",
    "version": 2
  }
}