4.00 credits

22.5 h + 30.0 h

Q2

Teacher(s)

Crucifix Michel; Ragone Francesco;

Language

French

Prerequisites

LMAT1121 and LMAT1131 or equivalent teaching units from another programme. Having followed and passed LPHYS1201 is an asset.

*The prerequisite(s) for this Teaching Unit (Unité d’enseignement – UE) for the programmes/courses that offer this Teaching Unit are specified at the end of this sheet.*
Main themes

IInitiation to numerical simulation in physics by solving partial differential equations using finite difference methods or spectral methods.

Learning outcomes

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a. Contribution of the teaching unit to the learning outcomes of the programme1.4 , 1.7, 2.1, 2.3, 2.4 3.3 4.1 5.1 6.1, 6.4 b. Specific learning outcomes of the teaching unitAt the end of this teaching unit, the student will be able to: 1. explain the importance and interest of numerical simulation methods in physics; 2. analyse the stability, convergence and accuracy of a numerical method; 3. compare alternative numerical methods for solving a differential equation; 4. design a methodology for solving a given physical problem by numerical simulation; 5. write a report on solving a physical problem by numerical simulation. |

Content

1. General introduction to numerical methods

2. Finte difference methods

a. Initial condition problem (ordinary differential equations)

b. Boundary condition problem

c. Diffusion

d. Advection

e. Waves

3. Spectral methods for the resolution of

a. ordinary differential equations

b. partial differential equations

2. Finte difference methods

a. Initial condition problem (ordinary differential equations)

b. Boundary condition problem

c. Diffusion

d. Advection

e. Waves

3. Spectral methods for the resolution of

a. ordinary differential equations

b. partial differential equations

Teaching methods

- Classroom lectures (using slides).

- Exercises framed as small projects in computer room.

- Exercises framed as small projects in computer room.

Evaluation methods

Evaluation of two written reports on the resolution of physical problems by numerical methods: (a) finite difference methods; (b) spectral methods.

Bibliography

- M. Holmes, Introduction to Numerical Methods in Differential Equations, Springer Texts in Applied Mathematics (52), 2007.

- L. N. Trefethen, Spectral methods in Matlab, SIAM publications, Oxford, 2000.

- D. Gottlieb et S. A. Orszag, Numerical analysis of spectral methods: Theory and applications, SIAM, 1986.

- L. N. Trefethen, Spectral methods in Matlab, SIAM publications, Oxford, 2000.

- D. Gottlieb et S. A. Orszag, Numerical analysis of spectral methods: Theory and applications, SIAM, 1986.

Faculty or entity

**PHYS**