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Keywords: regularization
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Appl. Mech. April 2021, 88(4): 041001.
Paper No: JAM-20-1532
Published Online: December 7, 2020
... is tested by multiple numerical examples, and we observe that this approach is capable of preserving the shape and the shear moduli of the inclusions well. In particular, this inverse approach performs well even without any regularization when the noise level is not very high. Overall, the proposed approach...
Journal Articles
Publisher: ASME
Article Type: Research-Article
J. Appl. Mech. February 2014, 81(2): 021015.
Paper No: JAM-12-1414
Published Online: October 16, 2013
... , Numerical Methods for the Solution of Ill-Posed Problems , Kluwer Academic , Norwell, MA . [18] Li , X. Y. , and Law , S. S. , 2010 , “ Adaptive Tikhonov Regularization for Damage Detection Based on Nonlinear Model Updating ,” Mech. Syst. Signal Process. , 24 , pp. 1646 – 1664 . 10.1016...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Appl. Mech. May 2011, 78(3): 031002.
Published Online: February 1, 2011
... integral equations of the second kind and L-curve based Tikhonov’s regularization method are used to construct the computational scheme of parameter estimation. A numerical case study is presented to demonstrate the efficiency of the regularization method, which takes into account different step lengths...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Appl. Mech. March 2008, 75(2): 021014.
Published Online: February 26, 2008
... a straightforward least-squares method, would be unbound. A regularization technique ( 17 ) can be used to solve the ill-posed problem in the form of minimizing the function 38 χ ( P , λ ) = ‖ B P − U ‖ 2 + λ ‖ P ‖ 2 where matrices U , B , and P represent the left...