T-Cho-vt/respirometry
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*************************************************************************** * All the software contained in this library is protected by copyright. * * Permission to use, copy, modify, and distribute this software for any * * purpose without fee is hereby granted, provided that this entire notice * * is included in all copies of any software which is or includes a copy * * or modification of this software and in all copies of the supporting * * documentation for such software. * *************************************************************************** * THIS SOFTWARE IS BEING PROVIDED "AS IS", WITHOUT ANY EXPRESS OR IMPLIED * * WARRANTY. IN NO EVENT, NEITHER THE AUTHORS, NOR THE PUBLISHER, NOR ANY * * MEMBER OF THE EDITORIAL BOARD OF THE JOURNAL "NUMERICAL ALGORITHMS", * * NOR ITS EDITOR-IN-CHIEF, BE LIABLE FOR ANY ERROR IN THE SOFTWARE, ANY * * MISUSE OF IT OR ANY DAMAGE ARISING OUT OF ITS USE. THE ENTIRE RISK OF * * USING THE SOFTWARE LIES WITH THE PARTY DOING SO. * *************************************************************************** * ANY USE OF THE SOFTWARE CONSTITUTES ACCEPTANCE OF THE TERMS OF THE * * ABOVE STATEMENT AND OF THE ACCOMPANYING FILE LICENSE.txt. * *************************************************************************** AUTHORS: Taewon Cho, Department of Mathematics, Virginia Tech Julianne Chung, Department of Mathematics, Virginia Tech Hodjat Pendar, Department of Biomedical Engineering and Mechanics, Virginia Tech REFERENCE: "Computational Tools for Inversion and Uncertainty Estimation in Respirometry". 2021. SOFTWARE LANGUAGE: MATLAB 9.6 (R2019a) ===================================================================== SOFTWARE ===================================================================== The MainDrivers require the following packages: (1) RestoreTools by James Nagy, Katrina Palmer, and Lisa Perrone http://www.mathcs.emory.edu/~nagy/RestoreTools/index.html (2) IRTools by James Nagy, Sivia Gazzola, and Per Christian Hansen https://github.com/silviagazzola/IRtools (3) genHyBR by by Julianne Chung and Arvind Saibaba https://github.com/juliannechung/genHyBR (4) Codes from the SIAM Book by Johnathan M. Bardsley "Computational Uncertainty Quantification for Inverse Problems" https://github.com/bardsleyj/SIAMBookCodes (5) FISTA, a MATLAB implementation by Tiep Vu https://github.com/tiepvupsu/FISTA First run startup_Respirometry.m for setting paths. MainDrivers for each numerical experiments of inverse problems EX_1_MainDriver_sim.m Sets up and runs a linear inverse problem corresponding to Sections "Linear Respirometry Reconstruction" and "Nonlinear Respirometry Reconstruction" with simulations. Generates Figures 1-10 EX_2_MainDriver_real.m Sets up and runs real blind deconvolution corresponding to "Nonlinear case study: Abdominal pumping and CO2 emission in a darkling beetle" and generating Figures 13, 14 Ex_3_MainDriver_real_true.m Sets up and runs real linear case study generating Figures 11, 12
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