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- methcalchim
- ools ==== * Python programming language * [[http://www.learnpython.org/|LearnPython.org]] interactive tutorial with code execution * [[https://www.datacamp.com/courses/intro-to-python-for-d... urse "Intro to Python for Data Science"]] * [[https://www.sololearn.com/Course/Python/|Python 3 Tutorial]], interactive, with [[https://code.sololearn.com/#py|code use in web browser
- numerical_methods_for_ordinary_differential_equations
- redator–prey equations) * molecular dynamics, [[https://en.wikipedia.org/wiki/Verlet_integration|Verle... r]] * Numerical solutions (and codes) : * [[http://www.node99.org/tutorials/ar/]] (RK4) * [[http://www.gribblelab.org/compneuro2012/2_Modelling_Dynamical_Systems.html#orgheadline5]] * [[https://titanlab.org/2010/04/08/lorenz-attractor/]]
- eigenvalues_and_eigenvectors
- ===== * collisional relaxation * //e.g.// [[https://pubs.acs.org/doi/abs/10.1021/ed066p142|Collisi... * [[wp>Leslie_matrix|Leslie matrix]] * [[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1... odel in Population Dynamics - CiteSeerX]] * [[http://personal.denison.edu/~ludwigl/2011populationdyn... raries ===== * NumPy (more portability) * [[https://docs.scipy.org/doc/numpy/reference/routines.li
- root-finding_algorithm
- of a real polynomial of arbitrary degree * [[https://docs.scipy.org/doc/numpy/reference/routines.polynomials.html|Polynomials in NumPy]] * [[https://docs.scipy.org/doc/numpy/reference/routines.po... ative * 9.5 Roots of Polynomials * Python [[https://docs.scipy.org/doc/numpy/|NumPy]] library : [[https://docs.scipy.org/doc/scipy/reference/|SciPy Refe
- system_of_linear_equations
- LU Decomposition and Its Application * Python [[https://docs.scipy.org/doc/numpy/|NumPy]] library : [[https://docs.scipy.org/doc/numpy/reference/index.html|NumPy Reference]] * [[https://docs.scipy.org/doc/numpy/reference/routines.linalg.html|Linear algebra (numpy.linalg)]] : [[https://docs.scipy.org/doc/numpy/reference/generated/n
- numerical_integration
- thogonal Polynomials * Python SciPy library : [[https://docs.scipy.org/doc/scipy/reference/|SciPy Reference]] * [[https://docs.scipy.org/doc/scipy/reference/tutorial/in... Perform better integration calculus compare to [[https://pubs.acs.org/doi/10.1021/acs.jchemed.8b00193|E... an P. Flannery, 2007, isbn: 9780521880688 * [[http://numerical.recipes/]] * in C : [[http://ap
- partial_differential_equation
- Volume Method (another numerical method) * [[https://levelup.gitconnected.com/create-your-own-finit... Python)]] Philip Mocz, Medium, 01/10/2020 * [[https://rjallain.medium.com/modeling-a-wave-on-a-strin