Pith Number

pith:23NBUFEL

pith:2024:23NBUFELJRZLXFZSS7S3G4UZUK

not attested not anchored not stored refs pending

A physics-informed transformer neural operator for learning generalized solutions of initial boundary value problems

Deepak Subramani, Sumanth Kumar Boya

arxiv:2412.09009 v4 · 2024-12-12 · 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{23NBUFELJRZLXFZSS7S3G4UZUK}

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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

2 papers in Pith

FEDONet : Fourier-Embedded DeepONet for Spectrally Accurate Operator Learning

Droplet-LNO: Physics-Informed Laplace Neural Operators for Accurate Prediction of Droplet Spreading Dynamics on Complex Surfaces

Receipt and verification

First computed	2026-07-05T11:02:40.820178Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6da1a148b4c72bb973297e5b37299a28ded3ae539e46514dc3f8bc3db9e2924

Aliases

arxiv: 2412.09009 · arxiv_version: 2412.09009v4 · doi: 10.48550/arxiv.2412.09009 · pith_short_12: 23NBUFELJRZL · pith_short_16: 23NBUFELJRZLXFZS · pith_short_8: 23NBUFEL

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/23NBUFELJRZLXFZSS7S3G4UZUK \
  | 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: d6da1a148b4c72bb973297e5b37299a28ded3ae539e46514dc3f8bc3db9e2924

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c65eba10e8950e90b5bcdfaca27d8069c23e0fd3cf2d50fa4f15efe5ee247ebf",
    "cross_cats_sorted": [
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-12T07:22:02Z",
    "title_canon_sha256": "2a61f0ec4f53bafae23a48346a70ec4341fe1d2f7a56787c86bdbf6c4b76192e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09009",
    "kind": "arxiv",
    "version": 4
  }
}