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repository for the Sparse Grids Matlab Kit source code. Full info on https://sites.google.com/view/sparse-grids-kit
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lorenzo-tamellini/sparse-grids-matlab-kit
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%---------------------------------------------------------------------------------- % Sparse Grids Matlab Kit % Copyright (c) 2009-2023 L. Tamellini, F. Nobile, C. Piazzola % See LICENSE.txt for license %---------------------------------------------------------------------------------- %--------------------------- % Contributors %--------------------------- % % 1) Lorenzo Tamellini % 2) Diane Guignard % 3) Fabio Nobile % 4) Chiara Piazzola % 5) Giovanni Porta % 6) Bjorn Sprungk % 7) Francesco Tesei %--------------------------- % 1) QUICK START / RESOURCES % % Take a look at: % % -- RELEASE_NOTE.m for a detailed list of diffrences with the previous versions % % -- SPARSE_GRIDS_TUTORIAL.m in the folder docs-examples for a gradual introduction to the code % % -- sparse grids matlab kit USER MANUAL, available at https://sites.google.com/view/sparse-grids-kit/home %--------------------------- % 2) HOW TO INSTALL THE TOOLKIT % % add to path this folder (with subfolders). Alternatively, run % % addpath(genpath(pwd)) % % at the beginning of the Matlab session. Consider launching Matlab as % % matlab -r "addpath(genpath(pwd))" % % under Unix, it will run add_to_path during the start-up %--------------------------- % 3) HOW TO USE THE TOOLKIT % % To create a sparse grids, use any of these functions: % % -> create_sparse_grid % -> create_sparse_grid_quick_preset % -> create_sparse_grid_multiidx_set % -> create_sparse_grid_add_multiidx % -> adapt_sparse_grid % A number of functionalities to operate on sparse grids are provided: % % -> compute_sobol_indices_from_sparse_grid % -> convert_to_modal % -> derive_sparse_grid % -> evaluate_on_sparse_grid % -> export_sparse_grid_to_file % -> hessian_sparse_grid.m % -> interpolate_on_sparse_grid % -> plot_sparse_grid % -> plot3_sparse_grid % -> plot_sparse_grid_interpolant % -> quadrature_on_sparse_grid % -> reduce_sparse_grid % % type HELP FUNCTIONAME to access help for each function. % Documentation and examples can be found in docs-examples folder. %--------------------------- % 4) REPORT BUGS to [email protected] % % also, let us know your email address if you want us to warn you whenever we release a new version of the toolbox %--------------------------- % 5) PLEASE CITE US % Please cite our toolbox by mentioning the webpage containing the package (https://sites.google.com/view/sparse-grids-kit/home) % and adding the following reference to your work (check website for the most updated citation data): % % @article{piazzola.tamellini:SGK, % author = {Piazzola, C. and Tamellini, L.}, % title = {{The Sparse Grids Matlab kit - a Matlab implementation of sparse grids for high-dimensional function approximation and uncertainty quantification}}, % journal= {}, % year = {2023}, % volume = {}, % number = {}, % pages = {}, %}
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