global-sensitivity-analysis
There are 3 repositories under global-sensitivity-analysis topic.
SALib / SALib
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.
Language:Python 836usgs / pestpp
tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis
Language:C++ 122SciML / GlobalSensitivity.jl
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
Language:Julia 49- Language:Jupyter Notebook 21
KTH-dESA / esom_gsa
snakemake workflow for performing a global sensitivity analysis of an OSeMOSYS model
Language:Jupyter Notebook 7- SoBioS
americocunhajr / SoBioS
SoBioS is an easy-to-run code to compute Sobol' indices for biological systems.
Language:MATLAB 6 - RVisLanguage:C# 4
OpenSourceEconomics / econsa
Uncertainty propagation and global sensitivity analysis for computational economic models
Language:Python 3tostenzel / hypermodern-screening
Tools for efficient global sensitivity analyses for models with correlated input parameters.
Language:Python 3bazvalya / GSA_using_GDMaps_PCE
A source code for the paper titled "Global Sensitivity Analysis using Polynomial Chaos Expansion on the Grassmann Manifold".
Language:Jupyter Notebook 2chi-feng / airdrop-gsa
Global sensitivity analysis demo
Language:JavaScript 2jpgsantos / Subcellular_workflow
A workflow developed to tackle the challenge of building and analyzing biochemical pathway models, combining pre-existing tools and custom-made software.
Language:Component Pascal 2MingQQQ / Identification-of-Key-Factors-on-Stability-of-Multi-outfeed-HVDC
Resources and extra documentation for the manuscript "A Global Sensitivity-based Identification of Key Factors on Stability of Power Grid with Multi-outfeed HVDC" published in IEEE Latin America Transactions.
Language:Python 2cjabradshaw / WhalerSharkModel
R code and data required for whaler shark (Carcharhinus brachyurus) harvest model
Language:R 1imshakib / Hosseini-Shakib_etal_2022_preprint
Performing a Sobol global sensitivity analysis on a flood risk model in Selinsgrove, PA
Language:R 1DamiFass / GP-GSA
Scripts to perform training of Gaussian Processes Emulators and Global Sensitivity Analysis on models or emulators output.
Language:Python 0M2ohamad / SensitivityAnalysis
Modeling sensitivity analysis techniques using MATLAB
Language:MATLAB 0A source code for the paper titled "Trajectory-based Global Sensitivity Analysis in Multiscale Models".
Language:Jupyter NotebookGlobal sensitivity analysis for climate/land-use change co-extinctions analysis
Language:R
