A deep-learning segmentation model was proposed to predict steady-state thermal fields.
The U-Net architecture was used in a reversed order, with the body segments serving as …

Pancreatic islet transplantation is a promising approach of providing insulin in type 1
diabetes. One strategy to protect islets from the host immune system is encapsulation within …

We consider the computation of a few eigenpairs of a generalized eigenvalue problem A x=
λ B x with block-tridiagonal matrices, not necessarily symmetric, in the context of Krylov …

In an eigenvalue problem defined by one or two matrices with block-tridiagonal structure, if
only a few eigenpairs are required it is interesting to consider iterative methods based on …

The multigrid method has proved to be effective for a large class of numerical methods. In
this study, a strategy based on Full Approximation Storage (FAS) scheme is implemented …

One line of development followed in the field of supercomputing is the use of specific
purpose processors to speed up certain types of computations. In this thesis we study the …

Data mining is a computational tool which is used to transform massive amount of process
data into useful forms like models, patterns, or rules. The mined information can provide …