Computational Methods in Physics Compendium for Students /
This textbook provides a compendium of numerical methods to assist physics students and researchers in their daily work. It carefully considers error estimates, stability and convergence issues, the choice of optimal methods, and techniques to increase program execution speeds. The book supplies num...
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| Autores principales: | , |
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| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Lenguaje: | inglés |
| Publicado: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2025.
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| Edición: | 3rd ed. 2025. |
| Colección: | Graduate Texts in Physics,
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| Materias: | |
| Acceso en línea: | https://doi.org/10.1007/978-3-031-68566-8 |
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Tabla de Contenidos:
- Basics of Numerical Analysis
- Solving Non-linear Equations
- Numerical Integration and Differentiation
- Matrix Methods
- Transformations of Functions and Signals
- Statistical Analysis and Modeling of Data
- Modeling and Analysis of Time Series
- Initial-value Problems for ODE
- Boundary-value Problems for ODE
- Difference Methods for One-dimensional PDE
- Difference Methods for PDE in Two or more Dimensions
- Spectral Methods for ODE and PDE
- Inverse and Ill-posed Problems.