Multiscale optimization via enhanced multilevel PCA-based control space reduction for electrical impedance tomography imaging

DOI10.1016/J.CAMWA.2024.01.007arXiv2211.06227OpenAlexW4391197682WikidataQ129496180 ScholiaQ129496180MaRDI QIDQ6150021

Vladislav Bukshtynov, Maria M. F. M. Chun, Briana L. Edwards

Publication date: 5 March 2024

Published in: Computers \& Mathematics with Applications (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2211.06227

zbMATH Keywords

electrical impedance tomographyPDE-constrained optimizationgradient-based methodcancer detectioncontrol space reductionMultiscale parameter estimation

Mathematics Subject Classification ID

Biology and other natural sciences (92-XX) Systems theory; control (93-XX)

Cites Work

• Unnamed Item
• Unnamed Item
• Optimal reconstruction of material properties in complex multiphysics phenomena
• On optimal reconstruction of constitutive relations
• Comprehensive framework for gradient-based optimization in closed-loop reservoir management
• A level set method to reconstruct the discontinuity of the conductivity in EIT
• Fronts propagating with curvature-dependent speed: Algorithms based on Hamilton-Jacobi formulations
• A computational framework for the regularization of adjoint analysis in multiscale PDE systems.
• Gradient-based Pareto optimal history matching for noisy data of multiple types
• A review of level-set methods and some recent applications
• Principal component analysis.
• Adaptive multiscale permeability estimation
• Electrical Impedance Tomography
• Electrical impedance tomography in anisotropic media with known eigenvectors
• Electrical impedance tomography and Calderón's problem
• Electrical Impedance Tomography
• Nonlinearity, Scale, and Sensitivity for Parameter Estimation Problems
• Electrical impedance tomography
• New development in freefem++
• On reconstruction of binary images by efficient sample-based parameterization in applications for electrical impedance tomography
• Algorithm 832
• Combined Adaptive Multiscale and Level-Set Parameter Estimation
• Computational Optimization

This page was built for publication: Multiscale optimization via enhanced multilevel PCA-based control space reduction for electrical impedance tomography imaging