Eigenvalue problems arise when we’re dealing with transformations or operations that change the magnitude or […]
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Computational Algorithms (7/8) – Eigenvalue Problems
Eigenvalue problems are a cornerstone of linear algebra with profound implications in various scientific and […]
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Computational Algorithms (6/8) – Preconditioning for Conjugate Gradient
Preconditioning is a technique used to improve the convergence properties of iterative methods like the […]
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Computational Algorithms (5/8) – Conjugate Gradient
The Conjugate Gradient (CG) method is an indirect, iterative algorithm for solving linear systems of […]
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Computational Algorithms (4/8) – Direct & Indirect Methods
Linear systems of equations play a fundamental role in various fields, including mathematics, physics and […]
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Computational Algorithms (3/8) – Linear Equation & Computation
A linear equation is a foundational mathematical model used to represent linear relationships between two […]
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Computational Algorithms (2/8) – Mathematical Model
The systems, processes, or phenomena existing in nature can fundamentally be formally represented by a […]
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High Performance Computing (2/8) – Distributed & Shared Memory Architecture
High Performance Computing (HPC) relies on a sophisticated memory architecture to meet the demanding computational […]
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Computational Algorithms (1/8) – Introduction
Discussions about Computational Algorithms revolves around a series of step-by-step instructions specifically designed to solve […]
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High Performance Computing (1/8) – Introduction
The term of High Performance Computing (HPC) refers to the utilization of a highly advanced […]