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methcalchim
35 Occurrences trouvées, Dernière modification :
d/]] * Includes these tools : * Jupyter notebook (interactive web-based environment) *... . * [[https://medium.com/@denkasyanov/jupyter-notebook-tutorial-9c0ffa5ae9a1#.ufaor34wp|Jupyter Notebook Tutorial]], par Den Kasyanov (Medium) * [... [[https://www.datacamp.com/community/blog/jupyter-notebook-cheat-sheet|Jupyter DataCamp Cheat Sheet]]
numerical_methods_for_ordinary_differential_equations
7 Occurrences trouvées, Dernière modification :
ois_Verhulst|Pierre François Verhulst]] model and non-linearity * bifurcation, period doubling and r... ary differential equations (the Lorenz equations, note it is not Lorentz) first studied by Edward Lorenz. It is notable for having chaotic solutions for certain para
partial_differential_equation
2 Occurrences trouvées, Dernière modification :
====== Numerical solutions of PDE ====== <note warning>In general, the numerical solutions of partial ... thods often make use of variational principles. </note> * [[wp>Numerical_partial_differential_equat
eigenvalues_and_eigenvectors
1 Occurrences trouvées, Dernière modification :
ludwigl/2011populationdynamicsandma.pdf]],... * normal modes analysis (molecular vibrations) * PCA
root-finding_algorithm
4 Occurrences trouvées, Dernière modification :
===== Root findings : equations f(x) = 0 ====== <note tip> Algorithm used to find roots of an equatio... hson) need the derivative of the function f(x). </note> * Polynomial equations : [[wp>Bairstow's_me... in the book "Numerical Recipes" : Root finding an nonlinear sets of equations * 9.0 Introduction ... apps.nrbook.com/empanel/index.html#]] * Chapter 9 : Root finding an nonlinear sets of equations
system_of_linear_equations
7 Occurrences trouvées, Dernière modification :
====== System of linear equations ====== <note tip>Numerical methods used to solve such problem allow ... quadratic time solutions using LU decomposition.</note> ===== Theory ===== * [[wp>System_of_linear_... : in Python, use the timeit module ===== Jupyter notebooks ===== * Example file (to be continued) : [[https://notebooks.azure.com/linusable/libraries/samples-publ
numerical_integration
2 Occurrences trouvées, Dernière modification :
====== Numerical integration ====== <note tip> Calculation of definite integrals implies to replace th... rs using various algorithm and mesh resolution. </note> * Equally spaced methods : * [[wp>Numer