Ecosyste.ms: Repos

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GitHub topics: sobol-indices

Repositories

JBris/model-calibration-evaluation

Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference

Language: Python - Size: 3.92 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 5 - Forks: 0

tstran155/Optimization-of-building-energy-consumption

This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo package, (3) Genetic algorithm with local search, and (4) Pymoo package to find optimum design parameters and minimum energy consumption.

Language: Jupyter Notebook - Size: 5.31 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 14 - Forks: 2

bazvalya/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 - Size: 1.29 GB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

gbhattacharjee/sobol

This repository includes all files (both scripts and results) necessary to reproduce the figures in the paper 'Using global variance-based sensitivity analysis to prioritise bridge retrofits in a regional road network subject to seismic hazard' by G. Bhattacharjee and J. W. Baker, forthcoming in Structure and Infrastructure Engineering (2021). Many of these figures have already been reproduced and stored in the directory figs. The scripts can be modified to estimate the Sobol' indices of bridges in other regional road networks, too.

Language: Python - Size: 58.3 MB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 2 - Forks: 1