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- methcalchim
- |LearnPython.org]] interactive tutorial with code execution * [[https://www.datacamp.com/courses/i... al environments * Anaconda Navigator includes extensive documentation (on anaconda website and ded... rosoft Azure Notebooks environment can be used to execute sample codes, using a professionnal, person... ple notebooks are then available to test Jupyter text and coding features : * [[https://notebooks.az
- system_of_linear_equations
- used to solve such problem allow to introduce and experiment on [[wp>Time_complexity]], considering cubic time behavior of standard algorithms and //i.e./... : [[https://docs.scipy.org/doc/numpy/reference/index.html|NumPy Reference]] * [[https://docs.scipy... y.linalg.solve|numpy.linalg.solve]] * Time complexity analysis * Hint : in Python, use the timei
- numerical_methods_for_ordinary_differential_equations
- redictor–corrector method]] * [[wp>Richardson_extrapolation|Richardson extrapolation]] ===== Applications ===== * chemical kinetics * population ... * [[https://ipywidgets.readthedocs.io/en/stable/examples/Lorenz%20Differential%20Equations.html]], i... upyter-widgets/ipywidgets/blob/master/docs/source/examples/Lorenz%20Differential%20Equations.ipynb]]
- partial_differential_equation
- ves * Time discretization, Euler approximation, explicit and implicit schemes * Laplace equation (... ial differential equation) * Error propagation, explicit //vs// implicit schemes, semi-implicit methods,and their correspondant time complexity ===== Applications ===== * Heat diffusion, ... chemical diffusion in heterogeneous media * ion exchange chromatography ===== References ===== *
- eigenvalues_and_eigenvectors
- llisional relaxation via eigenfunction-eigenvalue expansion: Analysis of a simple case]] Wendell Forst... 456... * [[http://apps.nrbook.com/empanel/index.html#]] * Python NumPy vs SciPy : //cf.// [[htt
- numerical_integration
- s/]] * in C : [[http://apps.nrbook.com/c/index.html]] * [[http://www2.units.it/ipl/students_... area/imm2/files/Numerical_Recipes.pdf]], p 129... * [[http://apps.nrbook.com/empanel/index.html#]]
- root-finding_algorithm
- s/]] * in C : [[http://apps.nrbook.com/c/index.html]] * [[http://www2.units.it/ipl/students_... 347... * [[http://apps.nrbook.com/empanel/index.html#]] * Chapter 9 : Root finding an nonli