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- methcalchim
- fa5ae9a1#.ufaor34wp|Jupyter Notebook Tutorial]], par Den Kasyanov (Medium) * [[https://jupyter.rea... /www.numpy.org/|NumPy]] (array manipulations, linear algebra, Fourier transforms, random numbers,... ... mental numerical methods ==== * [[system_of_linear_equations|Systems of linear equations]] * Diagonalisation and triangularisation * LU decompos
- system_of_linear_equations
- ====== System of linear equations ====== <note tip>Numerical methods used to solve such problem allow ... /note> ===== Theory ===== * [[wp>System_of_linear_equations]] * [[wp>Gaussian_elimination]], Gaus... ng * [[wp>LU_decomposition]] * [[wp>Triangular_matrix#Forward_and_back_substitution]] * Chapte... .org/doc/numpy/reference/routines.linalg.html|Linear algebra (numpy.linalg)]] : [[https://docs.scipy.o
- numerical_methods_for_ordinary_differential_equations
- equations]] (predator–prey equations) * molecular dynamics, [[https://en.wikipedia.org/wiki/Verlet_... rameter values and initial conditions. In particular, the Lorenz attractor is a set of chaotic solutio... codes) : * [[http://www.node99.org/tutorials/ar/]] (RK4) * [[http://www.gribblelab.org/compne
- eigenvalues_and_eigenvectors
- andma.pdf]],... * normal modes analysis (molecular vibrations) * PCA (principal component analysis... Schrödinger equation in quantum mechanics, molecular orbitals (Hartree–Fock theory) ===== Python libr
- root-finding_algorithm
- book "Numerical Recipes" : Root finding an nonlinear sets of equations * 9.0 Introduction * 9.... apps.nrbook.com/empanel/index.html#]] * Chapter 9 : Root finding an nonlinear sets of equations