Metamodel of a field function

Estimate moments from Taylor expansions

Estimate moments from Taylor expansions¶

Central tendency analysis on the cantilever beam example¶

Estimate a probability with Latin Hypercube Sampling¶

Event manipulation¶

Estimate a probability with Monte Carlo¶

Estimate a probability using randomized QMC¶

Probability estimation: directional simulation¶

Post analytical importance sampling¶

Estimate a flooding probability¶

Parametrization of a simulation algorithm¶

Probability estimation with importance sampling simulation on cantilever beam example¶

Estimate a probability with Monte-Carlo on axial stressed beam: a quick start guide to reliability¶

Estimate a probability with FORM¶

Exploitation of simulation algorithm results¶

System events: unions or intersections of events¶

Subset Sampling¶

Strong Maximum Test design point validation¶

Time variant system reliability problem¶

Axial stressed beam : comparing different methods to estimate a probability¶

Create an event based on a process¶

Estimate a process event probability¶

FAST sensitivity indices¶

Cobweb graph as sensitivity tool¶

Sobol’ sensitivity indices from chaos¶

ANCOVA sensitivity indices¶

Estimate Sobol’ indices for the Ishigami function by a sampling method: a quick start guide to sensitivity analysis¶

Create a composite design of experiments¶

Create a Monte Carlo design of experiments¶

Probabilistic design of experiments¶

Create a Gauss product design¶

Mixed deterministic and probabilistic design of experiments¶

Create a design of experiments with discrete and continuous variables¶

The PlotDesign method¶

Deterministic design of experiments¶

Generate low discrepancy sequences¶

Various design of experiments in OpenTURNS¶

Optimal LHS designs¶

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