Pith Number

pith:GOOUZV2X

pith:2025:GOOUZV2X6HRYNKLHJMEFD2DS3G

not attested not anchored not stored refs pending

Integrating Large Language Models for Automated Structural Analysis

Haoran Liang, Mohammad Talebi Kalaleh, Qipei Mei

arxiv:2504.09754 v1 · 2025-04-13 · cs.SE · cs.LG

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\usepackage{pith}
\pithnumber{GOOUZV2X6HRYNKLHJMEFD2DS3G}

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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

5 papers in Pith

A Constrained Natural-Language Interface for Variational Multi-Physics Finite Element Simulations in FEniCS

Agentic Large Language Models for Automated Structural Analysis of 3D Frame Systems

Prompt Governance? On Governing Technologies Governed by Natural Language

IterSIMP-{\sigma}: Evaluating LLM-Assisted Spatial Interventions in Stress-Aware Topology Optimization

Automating Structural Analysis Across Multiple Software Platforms Using Large Language Models

Receipt and verification

First computed	2026-07-05T10:48:42.118695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

339d4cd757f1e386a9674b0851e872d9a13689d18a78ced2ebe86947fd26fd2b

Aliases

arxiv: 2504.09754 · arxiv_version: 2504.09754v1 · doi: 10.48550/arxiv.2504.09754 · pith_short_12: GOOUZV2X6HRY · pith_short_16: GOOUZV2X6HRYNKLH · pith_short_8: GOOUZV2X

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/GOOUZV2X6HRYNKLHJMEFD2DS3G \
  | 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: 339d4cd757f1e386a9674b0851e872d9a13689d18a78ced2ebe86947fd26fd2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d320666a74f90de62eef6201a732693b17ff2027a8b27b96139b3cc276f7acd9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-04-13T23:10:33Z",
    "title_canon_sha256": "cded3705f04f2c144776212f819ceccf1bc0c91b16f7d0ac48f5d202638b0433"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.09754",
    "kind": "arxiv",
    "version": 1
  }
}