[Coursera] Scientific Computing by Nathan Kutz

1. 04_Week_3_-_Lecture_7_-_The_Advection-diffusion_Equations/02_Week_3-_7.1_-_Shallow-fluids_and_Conservation_of_Mass.mp4 64.98 MB
2. 05_Week_3_-_Lecture_8_-_Finite_Difference_Discretization/03_Week_3-_8.3_-_Building_the_Laplacian_Matrix.mp4 64.71 MB
3. 07_Week_4_-_Lecture_10_-__Iterative_solution_methods_for_Axb/03_Week_4-_10.2_-_Strict_diagonal_dominance.mp4 57.45 MB
4. 16_Week_7_-_Lecture_19_-_Fast-Fourier_Transforms_and_CosineSine_transform/05_Week_7-_19.4_-_Cooley-Tukey_and_the_FFT_algorithm.mp4 52.61 MB
5. 11_Week_5_-_Lecture_14_-_Basic_time-stepping_schemes/03_Week_5-_14.3_-_MATLAB_and_the_2-D_heat_equation.mp4 51.05 MB
6. 11_Week_5_-_Lecture_14_-_Basic_time-stepping_schemes/01_Week_5-_14.1_-_Implementing_time-stepping_for_PDEs.mp4 49.99 MB
7. 19_Week_8_-_Lecture_22_-_Implementing_the_Chebychev_Transform/02_Week_8-_22.1_-_The_Chebychev_grid_and_differentiation.mp4 48.82 MB
8. 06_Week_3_-_Lecture_9_-__Iterative_Solution_Methods_for_Axb/04_Week_3-_9.4_-_The_Backslash_Command_in_MATLAB.mp4 47.39 MB
9. 20_Week_8_-_Lecture_23_-__Pseudo-spectral_techniques_with_filtering/01_Week_8-_23.1_-_Filtering_for_removing_stiffness.mp4 47.34 MB
10. 13_Week_6_-_Lecture_16_-_Stability_analysis/04_Week_6-_16.3_-_Von_Neumann_for_alternative_schemes_for_the_one-way_wave_equation.mp4 44.96 MB
11. 10_Week_5_-_Lecture_13_-_Comparison_of_solution_techniques_for_Axb/04_Week_5-_13.3_-_Building_the_Laplace_derivative_matrix.mp4 44.40 MB
12. 01_Week_2_-_Lecture_4_-__Implementation_of_Shooting_and_Convergence_Studies/04_Week_2-_4.3_-_Coding_the_boundary_value_problem.mp4 43.40 MB
13. 03_Week_2_-_Lecture_6_-___Implementing_MATLABs_boundary_value_solver/03_Week_2-_6.2_-_Implementing_bvp4c_in_MATLAB.mp4 42.57 MB
14. 14_Week_6_-_Lecture_17_-_Comparison_of_time-stepping_schemes/04_Week_6-_17.4_-_Higher-order_derivatives_and_numerical_stiffness.mp4 40.37 MB
15. 22_Week_9_-_Lecture_25_-_Operator_splitting_techniques/05_Week_9-_25.4_-_The_general_splitting_method-_the_Trotter_product_error.mp4 39.97 MB
16. 23_Week_9_-_Lecture_26_-_Finite_element_basis/01_Week_9-_26.1_-_The_finite_element_method.mp4 39.50 MB
17. 25_Week_10_-_Lecture_28_-_Flow_over_and_airfoil/02_Week_10-_28.1_-_Wing_aerodynamics.mp4 39.09 MB
18. 09_Week_4_-_Lecture_12_-_Overcoming_computational_difficulties_for_Axb/03_Week_4-_12.3_-_Matrices_for_the_advection-diffusion.mp4 39.00 MB
19. 04_Week_3_-_Lecture_7_-_The_Advection-diffusion_Equations/03_Week_3-_7.2_-_The_Advection-Diffusion_Equations.mp4 38.00 MB
20. 05_Week_3_-_Lecture_8_-_Finite_Difference_Discretization/01_Week_3-_8.1_-_Algorithms_for_Solving_the_Advection-Diffusion_Equation.mp4 37.70 MB
21. 06_Week_3_-_Lecture_9_-__Iterative_Solution_Methods_for_Axb/02_Week_3-_9.2_-_The_LU_Decomposition.mp4 37.06 MB
22. 17_Week_7_-_Lecture_20_-_Chebychev_Polynomials_and_Transform/04_Week_7-_20.4_-_Domain_discretization_with_Chebychev.mp4 36.94 MB
23. 09_Week_4_-_Lecture_12_-_Overcoming_computational_difficulties_for_Axb/02_Week_4-_12.2_-_Fixing_the_divide_by_zero_with_FFTs.mp4 36.78 MB
24. 09_Week_4_-_Lecture_12_-_Overcoming_computational_difficulties_for_Axb/01_Week_4-_12.1_-_Singular_Poisson_matrix.mp4 36.72 MB
25. 14_Week_6_-_Lecture_17_-_Comparison_of_time-stepping_schemes/01_Week_6-_17.1_-_Von_Neumann_analysis_for_the_heat_equation.mp4 36.55 MB
26. 19_Week_8_-_Lecture_22_-_Implementing_the_Chebychev_Transform/04_Week_8-_22.3_-_Implementing_the_Chebychev_function.mp4 36.03 MB
27. 02_Week_2_-_Lecture_5_-__Boundary_value_problems-_direct_solve_and_relaxation/02_Week_2-_5.1_-_Computing_derivatives_with_Taylor_series.mp4 35.95 MB
28. 17_Week_7_-_Lecture_20_-_Chebychev_Polynomials_and_Transform/02_Week_7-_20.2_-_The_Chebychev_transform.mp4 35.53 MB
29. 22_Week_9_-_Lecture_25_-_Operator_splitting_techniques/03_Week_9-_25.2_-_The_nonlinear_Schrodinger_equation.mp4 35.35 MB
30. 20_Week_8_-_Lecture_23_-__Pseudo-spectral_techniques_with_filtering/02_Week_8-_23.2_-_The_integrating_factor_for_PDEs.mp4 35.32 MB
31. 24_Week_9_-_Lecture_27_-_Discretizing_with_finite_elements_and_boundaries/04_Week_9-_27.4_-_Setting_up_Axb.mp4 35.02 MB
32. 24_Week_9_-_Lecture_27_-_Discretizing_with_finite_elements_and_boundaries/01_Week_9-_27.1_-_Building_finite_element_matrices.mp4 34.97 MB
33. 03_Week_2_-_Lecture_6_-___Implementing_MATLABs_boundary_value_solver/05_Week_2-_6.4_-_Solving_nonlinear_problems_with_bvp4c.mp4 34.51 MB
34. 13_Week_6_-_Lecture_16_-_Stability_analysis/05_Week_6-_16.4_-_leap-frog_schemes_for_one-way_equation.mp4 34.18 MB
35. 15_Week_6_-_Lecture_18_-_Optimizing_computational_performance_rules_of_thumb/04_Week_6-_18.4_-_Violating_and_respecting_CFL_in_the_heat_equation.mp4 33.93 MB
36. 05_Week_3_-_Lecture_8_-_Finite_Difference_Discretization/02_Week_3-_8.2_-_Discretizing_the_Laplacian.mp4 33.71 MB
37. 06_Week_3_-_Lecture_9_-__Iterative_Solution_Methods_for_Axb/03_Week_3-_9.3_-_Factoring_a_Matrix.mp4 33.63 MB
38. 02_Week_2_-_Lecture_5_-__Boundary_value_problems-_direct_solve_and_relaxation/03_Week_2-_5.2_-_Second_derivatives_and_forward-_and_backward_differences.mp4 33.56 MB
39. 08_Week_4_-_Lecture_11_-__Fast_Poisson_solvers_for_Axb/04_Week_4-_11.4_-_The_Fast_Poisson_Solver.mp4 33.26 MB
40. 18_Week_7_-_Lecture_21_-_Spectral_method_implementation/01_Week_7-_21.1_-_Programming_the_Advection-Diffusion_Equations.mp4 32.73 MB
41. 18_Week_7_-_Lecture_21_-_Spectral_method_implementation/04_Week_7-_21.4_-_Visualization_and_data_processing.mp4 32.64 MB
42. 16_Week_7_-_Lecture_19_-_Fast-Fourier_Transforms_and_CosineSine_transform/03_Week_7-_19.2_-_Fourier_mode_expansions.mp4 32.00 MB
43. 16_Week_7_-_Lecture_19_-_Fast-Fourier_Transforms_and_CosineSine_transform/02_Week_7-_19.1_-_Introduction_to_spectral_methods.mp4 31.89 MB
44. 21_Week_8_-_Lecture_24_-_Boundary_conditions_and_the_Chebychev_Transform/04_Week_8-_24.4_-_Building_the_Chebycheve_derivative_matrix.mp4 31.85 MB
45. 25_Week_10_-_Lecture_28_-_Flow_over_and_airfoil/05_Week_10-_28.4_-_No_slip_boundaries_on_airfoil.mp4 31.46 MB
46. 20_Week_8_-_Lecture_23_-__Pseudo-spectral_techniques_with_filtering/04_Week_8-_23.4_-_More_comparisons.mp4 30.51 MB
47. 21_Week_8_-_Lecture_24_-_Boundary_conditions_and_the_Chebychev_Transform/02_Week_8-_24.2_-_Polynomial_approximations.mp4 30.35 MB
48. 08_Week_4_-_Lecture_11_-__Fast_Poisson_solvers_for_Axb/03_Week_4-_11.3_-_FFT_facts.mp4 30.13 MB
49. 21_Week_8_-_Lecture_24_-_Boundary_conditions_and_the_Chebychev_Transform/05_Week_8-_24.5_-_Implementing_the_Chebychev_matrix.mp4 30.03 MB
50. 24_Week_9_-_Lecture_27_-_Discretizing_with_finite_elements_and_boundaries/03_Week_9-_27.3_-_Implementing_the_finite_elements.mp4 29.86 MB