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User’s Guide and Tutorial
¶
Getting Started
nanoHUB Workspaces
Installing from PyPI
Building and Installing from Sources
Requirements
The Control Script
Parameters
Test Program
Host
Monte Carlo Sampling
Extending the Sample Size
Latin Hypercube Sampling
Smolyak Sparse Grid Algorithm
Modifying Smolyak Sweeps
Extending
Modifying Parameters & Reusing Response Surfaces
Callbacks
Calibration of Input Variables
Using PUQ for Calibration
Example
Sensitivity Analysis
Effect of Smolyak Level on Sensitivity
A More Complex Example
Using PUQ Analyze
Response Surfaces
Probability Density Functions (PDFs)
Using PUQ Read
Making PUQ Work With Your Code
C Programs
Matlab Programs
Fortran Programs
Handling Output
The Standard Way
When the Standard Way Doesn’t Work
Wrappers
Using The PBS Scheduler
Batch Scripts
Using PBSHost
Examples
Plotting
PDF Plots
Example
Using Output PDFs as Inputs
Scripting PUQ
Running Sweeps
Reading Results
Handling Correlated PDFs
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