Packages#

Here, we present a brief overview of the fundamental packages of QUEENS.

Data Processor#

Modules for extracting and processing data from simulation output files.

Modules for probability distributions.

Modules for calling external simulation software.

Modules containing example simulator functions for testing and benchmarking.

Modules for preprocessing geometry from external simulation software.

Modules for parameter studies, uncertainty quantification, sensitivity analysis, Bayesian inverse analysis, and optimization.

Modules for multi-query mapping of inputs to outputs, such as parameter samples to model evaluations.

Modules grouping deterministic and continuous random variables or random fields.

Modules for scheduling and submitting computational jobs.

Modules containing stochastic optimizers.

Modules containing utilities used throughout QUEENS.

Modules containing probability distributions for variational inference.

Modules for visualizing results.