v0.11.0

UncertaintyQuantification v0.11.0

Diff since v0.10.0

Merged pull requests:

• Pass sns reference to gradient computation in standard normal space (#178) (@FriesischScott)
• Add Uncertainties introduction to the documentation (#179) (@FriesischScott)
• Stochastic dynamics framework (#180) (@FriesischScott)
• Fix subset error with low number of chains (#181) (@FriesischScott)
• Add batch support for SLURM job arrays (#184) (@FriesischScott)
• Replace DynamicPolynomials with Monomials (#185) (@FriesischScott)
• Remove Formatting.jl (#193) (@teobros)
• Minor refactor of /src and adds some READMEs (#194) (@AnderGray)
• Improve Bayesian updating tests (#199) (@FriesischScott)
• Minor doc changes (#201) (@AnderGray)
• Add Advanced Line Sampling (#202) (@lukasfritsch)
• Add evaluation of support for ProbabilityBoxes with Uniform (#206) (@andreaperin)
• Pass slurm options as dict (#207) (@FriesischScott)
• Fix design of experiment bounds (#212) (@teobros)
• Update reliability documentation (#219) (@lukasfritsch)
• Fix interval propagation for degenerate intervals (#223) (@FriesischScott)
• Add parallelisation section to docs (#225) (@FriesischScott)
• Fix advanced line sampling (#228) (@FriesischScott)
• Add QMC documentation (#230) (@mlsuh)
• Documentation maintenance (#231) (@FriesischScott)
• Build vitepress documentation (#232) (@FriesischScott)

Closed issues:

• Implement Advanced Line Sampling (#48)
• Subset in physical space (#79)
• System reliability (#81)
• Hybrid metamodel reliability model updating stuff? (#84)
• Documentation QMC (#159)
• SubsetSimulation errors with low number of samples (#169)
• Gradient in standard normal space (#177)
• Run Slurm arrays in batches (#183)
• Replace Formatting.jl (#186)
• Add a readme in /src describing what each sub-folder contains/does (#188)
• Pass SLURM options as dict (#189)
• Documentation improvement (#195)
• Improve unstable Bayesian updating tests (#197)
• Incorrect Lower and Upper Bounds for P-Box with Uniform Distribution (#204)
• Design of experiment for unbounded distributions returns wrong points (#205)
• Incorrect usage of probability_of_failure in \demo\reliability\supported-beam-opensees.jl line 42 (#208)
• Incorrect behaviour with Line Sampling and Random Slicing (#211)
• Some docs aren't up to date with new Slurm interface (#220)
• Pretty docs using Documenter Vitepress (#221)
• Performance of generating SRM stochastic processes (#222)
• AdvancedLineSampling is broken (#227)