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Search results for julia uncertainty quantification

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8 search results found

Polychaos.jl ⭐ 112

A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with polynomial chaos expansions.

Mads.jl ⭐ 100

MADS: Model Analysis & Decision Support

Scimlexpectations.jl ⭐ 61

Fast uncertainty quantification for scientific machine learning (SciML) and differential equations

Affineinvariantmcmc.jl ⭐ 29

Affine Invariant Markov Chain Monte Carlo (MCMC) Ensemble sampler

Uncertaintyquantification.jl ⭐ 19

Uncertainty Quantification in Julia

Biguq.jl ⭐ 17

Bayesian Information Gap Decision Theory

Markovbounds.jl ⭐ 14

A Julia package for the computation of hard, theoretically guaranteed bounds on the moments of jump-diffusion processes with polynomial data

Anasol.jl ⭐ 8

Analytical solutions for groundwater contaminant transport

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