Finite Element Simulation Results from LHS and Taguchi L27 Sampling

A dataset of 382.9 KB containing input parameters and corresponding responses from finite element simulations. The data was generated using Latin Hypercube Sampling and Taguchi L27 combinations by author B. V. Arun Kiran and last updated on June 4, 2026. The dataset is available under a CC-BY-4.0 license.

Use Cases

• Training surrogate models based on simulation input-output pairs.
• Analyzing the sensitivity of simulation responses to input parameters.
• Validating finite element models against experimental design results.
• Optimizing engineering designs using data from structured sampling methods.

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• Data generation method is explicitly described as using Latin Hypercube and Taguchi L27 sampling.
• File size is precisely known to be 382.9 KB.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Data is provided in PDF format, which is not ideal for direct computational analysis.

Provenance

Source

B. V. Arun Kiran via figshare

Collection Method

Generated from finite element simulations using Latin Hypercube Sampling and Taguchi L27 combinations.

Freshness

Last updated 2026-06-04 16:54:30; freshness should be verified.