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- methcalchim
- [https://www.datacamp.com/courses/intro-to-python-for-data-science|DataCamp free course "Intro to Python for Data Science"]] * [[https://www.sololearn.com... * lower-upper LU decomposition and complexity (N³ for the decomposition step and N² for substitution step). How to solve systems with varying independant ve
- numerical_methods_for_ordinary_differential_equations
- quations]] (ODE, ODEs) * [[wp>Numerical_methods_for_ordinary_differential_equations|Numerical methods for ordinary differential equations]] * [[wp>Numerical_methods_for_ordinary_differential_equations#Euler_method|Eule... E2.80.93Kutta_methods|Adaptative stepsize control for Runge-Kutta methods]] * [[wp>Predictor–correc
- system_of_linear_equations
- p>LU_decomposition]] * [[wp>Triangular_matrix#Forward_and_back_substitution]] * Chapter 2 in the ... === * Exercices : * write a python function for diagonalisation with partial pivoting * rando... ons can be writen such a given evolution equation for node # i only imlies nodes i+1 and i-1 * Using ... ich are encoded in floating point description * For a general system of n equations, diagonalisation
- numerical_integration
- the function by another one (usually a polynomial form) which is a good approximation and easier to com... * [[wp>Trapezoidal_rule]] * [[wp>Newton–Cotes_formulas]] * [[wp>Simpson's_rule#Composite_Simpso... ctions * 4.0 Introduction * 4.1 Classical Formulas for Equally Spaced Abscissas * 4.2 Elementary Algorithms * 4.5 Gaussian Quadratures and O
- eigenvalues_and_eigenvectors
- ue expansion: Analysis of a simple case]] Wendell Forst, J. Chem. Educ., 1989, 66 (2), p 142 DOI: 10.10... Py (more complete wrapper on [[wp>LAPACK|LAPACK]] fortran package) * [[https://docs.scipy.org/doc/s
- partial_differential_equation
- roblem, in either steady and unsteady conditions, for which same equations apply. The [[wp>Heat_equatio
- root-finding_algorithm
- hod|Bairstow's method]] is an efficient algorithm for finding the roots of a real polynomial of arbitra