Most of the fundamental problems in physics, chemistry and engineering involve
computation too hard even for future supercomputers, if conventional mathematical …

Exact synthetic aperture radar (SAR) inversion for a linear aperture may be obtained using
fast transform techniques. Alternatively, back-projection integration in time domain can also …

The rapid development of parallel computing systems made it possible to recreate and
predict physical processes on computers. Nowadays, computer simulations complement …

Das Buch behandelt Methoden des wissenschaftlichen Rechnens in der Moleküldynamik,
einem Bereich, der in vielen Anwendungen der Chemie, der Biowissenschaften, der …

The problem of determining the location and orientation of straight lines in images is of great
importance in the fields of computer vision and image processing. Traditionally the Hough …

We present a new fast reconstruction algorithm for parallel beam tomography. The new
algorithm is an accelerated version of the standard filtered backprojection (FBP) …

We define a notion of Radon Transform for data in an n by n grid. It is based on summation
along lines of absolute slope less than 1 (as a function either of x or of y), with values at non …

This paper presents a novel method for line restoration in speckle images. We address this
as a sparse estimation problem using both convex and non-convex optimization techniques …

This chapter describes the 2D and 3D image reconstruction algorithms used in PET and the
most important evolutions in the last ten years: the introduction of 3D acquisition and …

A significant challenge in the field of quantum machine learning (QML) is to establish
applications of quantum computation to accelerate common tasks in machine learning such …