Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python
https://www.coursera.org/learn/computers-waves-simulations
Interested in learning how to solve partial differential equations with numerical methods and how to turn them into python codes? This course provides you with a basic introduction how to apply methods like the finite-difference method, the pseudospectral method, the linear and spectral element method to the 1D (or 2D) scalar wave equation. The mathematical derivation of the computational algorithm is accompanied by python codes embedded in Jupyter notebooks. In a unique setup you can see how the mathematical equations are transformed to a computer code and the results visualized. The emphasis is on illustrating the fundamental mathematical ingredients of the various numerical methods (e.g., Taylor series, Fourier series, differentiation, function interpolation, numerical integration) and how they compare. You will be provided with strategies how to ensure your solutions are correct, for example benchmarking with analytical solutions or convergence tests. The mathematical aspects are c
Categoria: Physical Science and Engineering
Subcategoria: Research Methods
Tipo de Curso: Course
Habilidades:
Idioma: English
Subtitulos: French, Portuguese (European), Russian, English, Spanish
Rating: 4.7stars
Vistas: 320
Sitio Web: Coursera
Duracion: Approx. 35 hours to complete
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