Inverse problems arise in practical situations like geophysical exploration, medical imaging, and nondestructive evaluation, where measurements made on the exterior of a body are …
M Hanke, O Scherzer - The American Mathematical Monthly, 2001 - Taylor & Francis
2. SETTING OF THE PROBLEM. Suppose y= y (x) is a smooth function on 0≤ x≤ 1 and noisy samples yi of the values y (xi) are known at the points of a uniform grid={0= x0< x1<···< …
M Dashti, AM Stuart - arXiv preprint arXiv:1302.6989, 2013 - arxiv.org
These lecture notes highlight the mathematical and computational structure relating to the formulation of, and development of algorithms for, the Bayesian approach to inverse …
Many scientific, medical or engineering problems raise the issue of recovering some physical quantities from indirect measurements; for instance, detecting or quantifying flaws …
In experimental sciences we often need to solve inverse problems. That is, we want to obtain information about the internal structure of a physical system from indirect noisy observations …
It is not uncommon now for geophysical inverse problems to be parameterized by 10 4 to 10 5 unknowns associated with upwards of 10 6 to 10 7 data constraints. The matrix problem …
Many questions and applications in natural science, engineering, industry or medical imaging lead to inverse problems, that is: given some measured data one tries to recover a …
Roughly speaking, to solve an inverse problem is to recover an object (eg, parameter or function) from noisy (typically indirect) observations. In most cases such recovery cannot be …
A major task of geophysics is to make quantitative statements about the interior of the earth. For this reason, inverse problems are an important area of geophysical research and …