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stochastic_collocation

Function stochastic_collocation 

Source
pub fn stochastic_collocation(
    n_dims: usize,
    order: usize,
    model: &dyn Fn(&[f64]) -> f64,
) -> (f64, f64)
Expand description

Compute mean and variance of a model via tensor-product stochastic collocation.

Integrates E[Y] and E[Y²] using Gauss-Hermite quadrature for Gaussian inputs.

§Arguments

  • n_dims - Number of independent Gaussian inputs.
  • order - Gauss-Hermite quadrature order per dimension (1–5).
  • model - Model on standardised Gaussian inputs.