UncertaintyQuantification.jl

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Automatic deletion of not necessary files generated by external solver in External Model

1

In order to not fill the hard disk during long simulation with external solvers, a _cleanup_ flag has been added to the struct _ExternalModel_. Its default value is set to...

andreaperin

Delete ExternalModel output files

1

```evaluate!``` function applied to ExternalModel (e.g. finite element models) could create a lot of unnecessary output files. This files can easily saturate ROM when long simulations are performed. A _cleanup_...

andreaperin

Bayesian updating framework

3

This is where I'll update/improve the framework to better integrate it into the existing code base.

FriesischScott

WIP: Add basic Polynomail Chaos Expansion implementation

4

Can compute PCE using least squares minimization or full quadrature rules using legendre basis functions. The code should be fully extendible to other basis function, e.g. hermite by overloading a...

FriesischScott

There is already a basic implementation of the Hasofer-Lind Reliability Index as `FORM` in the `form` branch. I don't remember how well this actually performs. It needs to be updated...

FriesischScott

We should implement more simulations for sampling and other basic tasks. This includes other Quasi Monte Carlo Simulations apart from Sobol and Halton Sampling. Tasks: - [x] #45 - [x]...

FriesischScott

This is quite weird in OpenCossan and I am not 100% how it works. We should try this directly from the paper and see how it works.

FriesischScott

Implement Radial Based Importance Sampling

1

Importance sampling where a hyper sphere with radius $\beta$ is excluded. Here $\beta$ is the reliabiliy index, i.e., the distance to the design point in standard normal space.

FriesischScott

FriesischScott

First order reliability method

1

FriesischScott