Course

MATH-458: Programming concepts in scientific computing

Summary

The aim of this course is to provide the background in scientific computing. The class includes a brief introduction to basic programming in c++, it then focuses on object-oriented programming and c++ specific programming techniques. Typical class hierarchies of computational software are addressed.

Lectures

Instructor

Guillaume Anciaux

ResearchResearch Topics My research can be decomposed in three main blocks:First, the main goal of my current research is the physical description of contact interactions. I performed numerous studies of this topic using different models from the continuum scale down to atomistic scale. Since atomic phenomena and macroscopic observations are linked, the physics of contact needs the simultaneous consideration of several scales. For instance, plasticity is a theory defined for the macroscopic scale whereas t

Official source

https://edu.epfl.ch/coursebook/en/programming-concepts-in-scientific-computing-MATH-458

Moodle Page

http://go.epfl.ch/MATH-458

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Summary

Lectures

Instructor

Guillaume Anciaux

Official source

https://edu.epfl.ch/coursebook/en/programming-concepts-in-scientific-computing-MATH-458

Moodle Page

http://go.epfl.ch/MATH-458

About this result

Lectures in this course (12)

Scientific Computing in C++

Covers the basics of scientific computing in C++, including object-oriented programming and specific techniques.

Eigen Library for Linear Algebra

Explores the Eigen library for linear algebra, covering vectors, matrices, arrays, memory management, reshaping, and per-component operations.

Design of Code and Project Description

Covers the process of making scientific software and discusses rules and requirements for related projects.

External Libraries and Doxygen

Covers compilation, linking, external libraries, Doxygen documentation, and Google Test for C++ unit testing.

Introduction to GIT for Source Code Management

Covers the basics of GIT, including cloning, committing modifications, managing branches, and using remotes.

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