Curso
10, 11, 17, 18, y 24 de octubre 2018
Aula 1 - Facultad de Matemáticas
Es necesario inscribirse aquí, aunque es gratuito.
16:00- 18:00 |
Jorge P. Zubelli
National Institute for Pure and Applied Mathematics (IMPA - Brazil)
Mathematical Methods for the Solution of Inverse Problems
Abstract: Most of the problems that appear in Engineering and the Applied Sciences require the identification of parameters from observed data. This ubiquity lead to a tremendous interest on the field. In fact, the theory of Inverse Problems lies in the cross-roads of many fields including Analysis and Partial Differential Equations, Optimization, Statistics and Numerical Analysis. In this mini-course we shall concentrate on some aspects of Inverse Problems according to the following plan:
- Inverse and Ill-posed problems: The tools of the trade. Singular Value Decomposition. Regularization. Noise modeling. Statistical Inverse Problems.
- Classical Tomography: The Radon transfom. Analytical Results. Numerical Methods. Convergence and Stability of reconstructions.
- Impedance Tomography: Some aspects of the forward problem. The Dirichlet to Neumann map. Calderon’s results. Uniqueness of the solutions and regularization. Optical diffusion tomography and infra-red imaging.
- Inverse Problems in the the applied sciences: Examples from Mathematical Finance and Mathematical Biology.
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