Eigenvalue problems arise when we’re dealing with transformations or operations that change the magnitude or […]

## Computational Algorithms (7/8) – Eigenvalue Problems

Eigenvalue problems are a cornerstone of linear algebra with profound implications in various scientific and […]

## Computational Algorithms (6/8) – Preconditioning for Conjugate Gradient

Preconditioning is a technique used to improve the convergence properties of iterative methods like the […]

## Computational Algorithms (5/8) – Conjugate Gradient

The Conjugate Gradient (CG) method is an indirect, iterative algorithm for solving linear systems of […]

## Computational Algorithms (4/8) – Direct & Indirect Methods

Linear systems of equations play a fundamental role in various fields, including mathematics, physics and […]

## Computational Algorithms (3/8) – Linear Equation & Computation

A linear equation is a foundational mathematical model used to represent linear relationships between two […]

## Computational Algorithms (2/8) – Mathematical Model

The systems, processes, or phenomena existing in nature can fundamentally be formally represented by a […]

## High Performance Computing (2/8) – Distributed & Shared Memory Architecture

High Performance Computing (HPC) relies on a sophisticated memory architecture to meet the demanding computational […]

## Computational Algorithms (1/8) – Introduction

Discussions about Computational Algorithms revolves around a series of step-by-step instructions specifically designed to solve […]

## High Performance Computing (1/8) – Introduction

The term of High Performance Computing (HPC) refers to the utilization of a highly advanced […]