Pith Number

pith:3TQMD2DE

pith:2024:3TQMD2DEJNDOEFF4FGARS2BN4D

not attested not anchored not stored refs pending

A Spectral-based Physics-informed Finite Operator Learning for Prediction of Mechanical Behavior of Microstructures

Ali Harandi, Hooman Danesh, Kevin Linka, Shahed Rezaei, Stefanie Reese

arxiv:2410.19027 v3 · 2024-10-24 · cond-mat.mtrl-sci · cs.CE · physics.comp-ph

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\usepackage{pith}
\pithnumber{3TQMD2DEJNDOEFF4FGARS2BN4D}

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Record completeness

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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

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

Receipt and verification

First computed	2026-07-05T11:26:44.442715Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dce0c1e8644b46e214bc298119682de0c8da7d3db95b6f43cdc516933b0f95d7

Aliases

arxiv: 2410.19027 · arxiv_version: 2410.19027v3 · doi: 10.48550/arxiv.2410.19027 · pith_short_12: 3TQMD2DEJNDO · pith_short_16: 3TQMD2DEJNDOEFF4 · pith_short_8: 3TQMD2DE

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/3TQMD2DEJNDOEFF4FGARS2BN4D \
  | 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: dce0c1e8644b46e214bc298119682de0c8da7d3db95b6f43cdc516933b0f95d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "130dafefbd9d8c0bad19868e7cbb2b10320efa20419d9bd23ed9c3d348a014c6",
    "cross_cats_sorted": [
      "cs.CE",
      "physics.comp-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2024-10-24T14:43:43Z",
    "title_canon_sha256": "dd25382059f835e1c2f4766c7b044dbfb2863ef973dc33280b14b33e7d745f69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19027",
    "kind": "arxiv",
    "version": 3
  }
}