FileMood

Download Computational Physics Scientific Programming with Python

Computational Physics Scientific Programming with Python

Name

Computational Physics Scientific Programming with Python

  DOWNLOAD Copy Link

Trouble downloading? see How To

Total Size

7.5 GB

Total Files

552

Last Seen

Hash

9642602045516D3FF858E9618E66E6CE33494446

/.../11 - [Add on] Nobel prize lecture Electronic properties of graphene/

005 Band structure of graphene.mp4

143.2 MB

TutsNode.com.txt

0.1 KB

[TGx]Downloaded from torrentgalaxy.to .txt

0.6 KB

/.../01 - Python installation via Anaconda & Alternatives/

001 Hello & Welcome!.html

0.6 KB

008 (FAQ) Typical problems & errors.html

1.7 KB

006 HOW TO use this course_en.srt

2.0 KB

007 LET'S GET STARTED with scientific programming!.html

0.7 KB

012 (optional) Environments & Updates_en.srt

3.1 KB

002 Overview.png

239.8 KB

004 Jupyter notebook - Our tool of choice_en.srt

7.2 KB

010 (optional) Alternative development environments For large projects - PyCharm_en.srt

8.9 KB

003 Installing Python via Anaconda for free_en.srt

8.9 KB

011 (optional) Alternative development environments Allrounder - Visual Studio Code_en.srt

7.6 KB

009 (optional) Style sheets for your notebook_en.srt

7.5 KB

002 Structure & Overview of this course_en.srt

7.3 KB

005 Style your notebook_en.srt

4.3 KB

009 (optional) Style sheets for your notebook.mp4

47.4 MB

003 Installing Python via Anaconda for free.mp4

42.3 MB

002 Structure & Overview of this course.mp4

36.2 MB

010 (optional) Alternative development environments For large projects - PyCharm.mp4

33.0 MB

006 HOW TO use this course.mp4

30.0 MB

011 (optional) Alternative development environments Allrounder - Visual Studio Code.mp4

28.6 MB

004 Jupyter notebook - Our tool of choice.mp4

22.0 MB

005 Style your notebook.mp4

19.1 MB

012 (optional) Environments & Updates.mp4

17.2 MB

/.../10 - [Add On] Quantum mechanics Solving the Schrödinger equation/

012 10b-Quantum-harmonic-oscillator.ipynb

317.5 KB

012 10a-Particle-in-a-box.ipynb

143.5 KB

005 Determining & Discussing the eigensystem of the particle in a box_en.srt

27.0 KB

008 Determining & Discussing the eigensystem of the quantum harmonic oscillator_en.srt

22.4 KB

011 Section recap_en.srt

1.4 KB

008 Determining & Discussing the eigensystem of the quantum harmonic oscillator.mp4

98.2 MB

005 Determining & Discussing the eigensystem of the particle in a box.mp4

95.3 MB

004 Finding the first solution via the shooting method_en.srt

12.7 KB

007 Adapting our notebook to the new potential_en.srt

11.7 KB

010 Use Mathematica to solve the problem with only a few lines of code_en.srt

4.4 KB

002 Physical background.html

2.0 KB

001 Introduction_en.srt

1.8 KB

003 [Project] Particle in a box.html

0.9 KB

006 [Project] Quantum harmonic oscillator.html

0.8 KB

009 How can we solve this problem more easily.html

0.6 KB

012 Resources & Links.html

0.5 KB

004 Finding the first solution via the shooting method.mp4

35.3 MB

007 Adapting our notebook to the new potential.mp4

35.1 MB

001 Introduction.mp4

27.6 MB

011 Section recap.mp4

21.2 MB

010 Use Mathematica to solve the problem with only a few lines of code.mp4

19.0 MB

/.../07 - Differential equations II Multiple dimensions/

023 07c-Multidimensional-heat-equation.ipynb

159.2 KB

011 Solving the heat equation in two dimensions_en.srt

22.6 KB

023 07d-Mutidimensional-3-body.ipynb

580.2 KB

023 07b-Multidimensional-lorenz.ipynb

191.7 KB

002 Template files.html

0.1 KB

011 Solving the heat equation in two dimensions.mp4

118.0 MB

023 07a-Multidimensional-rolling-ball.ipynb

217.7 KB

002 07a-Multidimensional-rolling-ball-template.ipynb

68.2 KB

023 07a-Multidimensional-rolling-ball-template.ipynb

68.2 KB

021 Brake maneuver to reach moon orbit_en.srt

20.5 KB

001 Introduction_en.srt

3.1 KB

010 Solving the heat equation in one dimension_en.srt

16.9 KB

015 Analyzing the orbital motion of earth & moon_en.srt

16.4 KB

004 Solving the differential equation of a rolling ball_en.srt

15.9 KB

013 Coding the differential equations for sun, earth & moon_en.srt

15.2 KB

007 Solving the Lorenz differential equation for the chaotic case_en.srt

14.8 KB

021 Brake maneuver to reach moon orbit.mp4

92.1 MB

017 [Project] Rocketship - Coding & Solving the differential equations_en.srt

10.9 KB

019 Simulating earth escape_en.srt

10.7 KB

005 Different starting conditions & external forces acting on the ball_en.srt

9.9 KB

003 [Project] Simulating a rolling ball - Two decoupled oscillators_en.srt

9.0 KB

012 [Project] 3-body problem Coupled differential equations for sun, earth & moon_en.srt

8.8 KB

009 [Project] Heat equation - Explanation of the differential equation_en.srt

8.7 KB

002 07d-Mutidimensional-3-body-template.ipynb

8.7 KB

023 07d-Mutidimensional-3-body-template.ipynb

8.7 KB

018 Changing starting velocity Elliptical orbit around earth_en.srt

8.3 KB

014 Solving the differential equations for sun, earth & moon (3-body problem)_en.srt

7.8 KB

020 Simulating a moon encounter_en.srt

6.5 KB

002 07b-Multidimensional-lorenz-template.ipynb

2.1 KB

023 07c-Multidimensional-heat-equation-template.ipynb

5.0 KB

002 07c-Multidimensional-heat-equation-template.ipynb

5.0 KB

008 Solving the Lorenz differential equation for the non-chaotic case_en.srt

4.4 KB

006 [Project] Chaos & Lorenz systems - Explanation of the differential equation_en.srt

4.1 KB

016 Comment on inclination of the moon_en.srt

2.6 KB

023 07b-Multidimensional-lorenz-template.ipynb

2.1 KB

022 Section recap_en.srt

1.1 KB

023 Resources & Links.html

0.5 KB

015 Analyzing the orbital motion of earth & moon.mp4

86.4 MB

010 Solving the heat equation in one dimension.mp4

79.0 MB

004 Solving the differential equation of a rolling ball.mp4

73.0 MB

007 Solving the Lorenz differential equation for the chaotic case.mp4

72.3 MB

013 Coding the differential equations for sun, earth & moon.mp4

60.9 MB

019 Simulating earth escape.mp4

57.2 MB

017 [Project] Rocketship - Coding & Solving the differential equations.mp4

52.3 MB

001 Introduction.mp4

48.7 MB

018 Changing starting velocity Elliptical orbit around earth.mp4

47.2 MB

005 Different starting conditions & external forces acting on the ball.mp4

46.9 MB

003 [Project] Simulating a rolling ball - Two decoupled oscillators.mp4

35.6 MB

014 Solving the differential equations for sun, earth & moon (3-body problem).mp4

34.9 MB

020 Simulating a moon encounter.mp4

32.0 MB

009 [Project] Heat equation - Explanation of the differential equation.mp4

31.8 MB

012 [Project] 3-body problem Coupled differential equations for sun, earth & moon.mp4

30.8 MB

008 Solving the Lorenz differential equation for the non-chaotic case.mp4

25.5 MB

022 Section recap.mp4

17.1 MB

006 [Project] Chaos & Lorenz systems - Explanation of the differential equation.mp4

12.1 MB

016 Comment on inclination of the moon.mp4

9.3 MB

/.../06 - Differential equations I Basics and 1-dimensional problems/

018 Section recap_en.srt

1.0 KB

004 Example 1 Radioactive decay_en.srt

12.7 KB

019 06-Differential-equations.ipynb

516.5 KB

014 Compare different methods for solving differential equations_en.srt

14.4 KB

015 Implementation of Runge Kutta 4th order method_en.srt

13.2 KB

002 06-Differential-equations-template.ipynb

12.0 KB

019 06-Differential-equations-template.ipynb

12.0 KB

012 Improvement Use the SciPy function solve_ivp_en.srt

11.7 KB

005 Defining a general function for the Euler method_en.srt

10.3 KB

007 Higher-order differential equations_en.srt

10.0 KB

017 Comparison of our three methods to solve differential equations_en.srt

9.6 KB

009 Example 4 Pendulum_en.srt

9.3 KB

001 Introduction_en.srt

2.6 KB

002 Template file.html

0.1 KB

011 Adding damping and driving forces_en.srt

8.6 KB

006 Example 2 Time-amplified radioactive decay_en.srt

8.5 KB

013 Higher-order differential equations with solve_ivp_en.srt

8.2 KB

016 Implementation of RK45_en.srt

7.4 KB

008 Example 3 Free fall_en.srt

7.2 KB

019 Resources & Links.html

0.5 KB

003 Background Euler method_en.srt

4.9 KB

010 Accurate solution of the pendulum_en.srt

4.4 KB

014 Compare different methods for solving differential equations.mp4

82.0 MB

015 Implementation of Runge Kutta 4th order method.mp4

66.8 MB

012 Improvement Use the SciPy function solve_ivp.mp4

55.9 MB

017 Comparison of our three methods to solve differential equations.mp4

54.9 MB

004 Example 1 Radioactive decay.mp4

51.0 MB

005 Defining a general function for the Euler method.mp4

47.3 MB

011 Adding damping and driving forces.mp4

43.1 MB

009 Example 4 Pendulum.mp4

41.7 MB

007 Higher-order differential equations.mp4

40.2 MB

013 Higher-order differential equations with solve_ivp.mp4

39.7 MB

001 Introduction.mp4

38.8 MB

016 Implementation of RK45.mp4

38.0 MB

006 Example 2 Time-amplified radioactive decay.mp4

35.1 MB

008 Example 3 Free fall.mp4

31.8 MB

010 Accurate solution of the pendulum.mp4

25.8 MB

003 Background Euler method.mp4

18.3 MB

018 Section recap.mp4

15.9 MB

.pad/

0

0.0 KB

1

0.0 KB

2

0.0 KB

3

0.1 KB

4

0.0 KB

5

0.1 KB

6

0.1 KB

7

0.1 KB

8

0.0 KB

9

0.1 KB

10

0.0 KB

11

0.1 KB

12

0.1 KB

13

0.1 KB

14

0.0 KB

15

451.4 KB

16

594.6 KB

17

956.7 KB

18

659.4 KB

19

844.7 KB

20

804.2 KB

21

739.5 KB

22

1.0 MB

23

248.2 KB

24

193.2 KB

25

409.6 KB

26

73.8 KB

27

1.0 MB

28

272.1 KB

29

452.9 KB

30

45.2 KB

31

337.0 KB

32

334.3 KB

33

364.4 KB

34

999.6 KB

35

126.1 KB

36

1.0 MB

37

701.6 KB

38

797.8 KB

39

903.3 KB

40

978.7 KB

41

977.5 KB

42

896.3 KB

43

63.6 KB

44

520.6 KB

45

723.0 KB

46

356.4 KB

47

681.0 KB

48

660.3 KB

49

452.7 KB

50

596.4 KB

51

116.4 KB

52

573.1 KB

53

908.8 KB

54

944.4 KB

55

60.6 KB

56

203.0 KB

57

368.5 KB

58

883.6 KB

59

63.0 KB

60

595.1 KB

61

628.2 KB

62

851.1 KB

63

960.7 KB

64

32.1 KB

65

333.5 KB

66

690.6 KB

67

576.8 KB

68

819.5 KB

69

903.3 KB

70

83.1 KB

71

594.3 KB

72

949.1 KB

73

498.7 KB

74

662.5 KB

75

262.0 KB

76

379.2 KB

77

662.6 KB

78

684.4 KB

79

125.0 KB

80

344.6 KB

81

627.6 KB

82

1.0 MB

83

323.9 KB

84

532.9 KB

85

752.5 KB

86

105.9 KB

87

150.0 KB

88

541.7 KB

89

285.6 KB

90

454.6 KB

91

34.2 KB

92

361.5 KB

93

393.2 KB

94

511.6 KB

95

552.1 KB

96

787.9 KB

97

861.0 KB

98

874.0 KB

99

441.7 KB

100

769.8 KB

101

833.7 KB

102

515.3 KB

103

879.6 KB

104

507.9 KB

105

607.9 KB

106

668.9 KB

107

713.2 KB

108

503.3 KB

109

531.6 KB

110

706.5 KB

111

713.6 KB

112

452.5 KB

113

179.2 KB

114

780.8 KB

115

124.9 KB

116

725.7 KB

117

726.4 KB

118

110.5 KB

119

399.1 KB

120

681.9 KB

121

662.0 KB

122

835.0 KB

123

47.1 KB

124

167.1 KB

125

374.7 KB

126

53.7 KB

127

106.2 KB

128

800.2 KB

129

812.4 KB

130

796.7 KB

131

944.8 KB

132

0.9 KB

133

329.0 KB

134

590.6 KB

135

49.8 KB

136

291.4 KB

137

614.1 KB

138

769.0 KB

139

716.9 KB

140

913.0 KB

141

111.3 KB

142

463.2 KB

143

877.8 KB

144

165.9 KB

145

502.4 KB

146

779.4 KB

147

282.2 KB

148

914.6 KB

/.../11 - [Add on] Nobel prize lecture Electronic properties of graphene/

009 Applying magnetic field Landau quantization & Quantum Hall effect.mp4

133.8 MB

003 From free electrons to band structures.mp4

128.5 MB

012 11-Graphene.ipynb

678.7 KB

008 Band structure of a graphene nanoribbon.mp4

118.5 MB

002 11-Graphene-template.ipynb

225.1 KB

005 Band structure of graphene_en.srt

28.7 KB

003 From free electrons to band structures_en.srt

28.6 KB

012 11-Graphene-template.ipynb

225.1 KB

009 Applying magnetic field Landau quantization & Quantum Hall effect_en.srt

22.2 KB

008 Band structure of a graphene nanoribbon_en.srt

20.3 KB

004 Plotting a graphene lattice_en.srt

15.0 KB

007 Plotting a graphene nanoribbon_en.srt

13.8 KB

006 Dirac points and massless electrons_en.srt

7.9 KB

007 Plotting a graphene nanoribbon.mp4

89.5 MB

010 Moire lattice of twisted bilayers of graphene_en.srt

6.4 KB

001 Introduction_en.srt

2.7 KB

011 Section recap_en.srt

1.5 KB

013 THANK YOU & GOODBYE!_en.srt

1.0 KB

012 Resources & Links.html

0.4 KB

002 Template file.html

0.1 KB

004 Plotting a graphene lattice.mp4

76.6 MB

010 Moire lattice of twisted bilayers of graphene.mp4

50.3 MB

001 Introduction.mp4

41.3 MB

006 Dirac points and massless electrons.mp4

33.8 MB

011 Section recap.mp4

23.7 MB

013 THANK YOU & GOODBYE!.mp4

14.6 MB

/.../02 - [Optional] Python Crash Course/

019 02-Crash-course.ipynb

255.7 KB

001 Introduction to section Optional Python crash course_en.srt

2.2 KB

002 Template file.html

0.5 KB

006 [Solution] Coding Exercise Basic programming sqrt.html

0.1 KB

018 Crash course recap_en.srt

0.7 KB

019 Resources & Links.html

0.5 KB

019 02-Crash-course-template.ipynb

22.4 KB

002 02-Crash-course-template.ipynb

22.4 KB

015 Plots with matplotlib_en.srt

18.0 KB

016 Density plot_en.srt

13.8 KB

013 Functions_en.srt

13.6 KB

011 Loops & If statements_en.srt

13.3 KB

012 Working with data files_en.srt

13.3 KB

008 Arrays_en.srt

13.2 KB

009 Vectors & Matrices_en.srt

13.1 KB

017 3D Plots_en.srt

11.4 KB

007 Lists_en.srt

11.1 KB

004 Data types of numbers_en.srt

8.2 KB

005 Strings_en.srt

3.4 KB

003 Numpy & Basic mathematics_en.srt

7.0 KB

010 Dictionaries_en.srt

6.7 KB

014 [Solution] Coding Exercise Implement a function with loops.html

0.1 KB

015 Plots with matplotlib.mp4

71.3 MB

016 Density plot.mp4

59.9 MB

017 3D Plots.mp4

51.9 MB

008 Arrays.mp4

49.7 MB

009 Vectors & Matrices.mp4

45.3 MB

013 Functions.mp4

44.2 MB

012 Working with data files.mp4

43.4 MB

011 Loops & If statements.mp4

39.2 MB

007 Lists.mp4

34.8 MB

001 Introduction to section Optional Python crash course.mp4

34.2 MB

004 Data types of numbers.mp4

28.2 MB

003 Numpy & Basic mathematics.mp4

24.5 MB

010 Dictionaries.mp4

24.0 MB

005 Strings.mp4

12.4 MB

018 Crash course recap.mp4

9.6 MB

/.../09 - Monte Carlo algorithms/

014 09a-MC-pi.ipynb

174.2 KB

014 09b-MC-magnet.ipynb

859.2 KB

008 Simulating a Metropolis step.mp4

122.0 MB

006 [Project] Simulating a magnet - Setting up & plotting the initial state_en.srt

24.8 KB

008 Simulating a Metropolis step_en.srt

21.4 KB

006 [Project] Simulating a magnet - Setting up & plotting the initial state.mp4

103.1 MB

012 Dzyaloshinskii–Moriya interaction giving rise to non-collinear spin textures.mp4

100.7 MB

012 Dzyaloshinskii–Moriya interaction giving rise to non-collinear spin textures_en.srt

16.4 KB

007 Defining the energy_en.srt

16.1 KB

002 09a-MC-pi-template.ipynb

15.8 KB

014 09a-MC-pi-template.ipynb

15.8 KB

004 Approximating Pi using a Monte Carlo algorithm_en.srt

15.1 KB

009 Running the Monte Carlo algorithm_en.srt

12.5 KB

010 Improve code using finite temperatures_en.srt

12.1 KB

005 Alternative solution and time comparison for approximating Pi_en.srt

9.8 KB

003 [Project] Calculating Pi - Explaining the idea_en.srt

7.8 KB

011 Implement interaction with a magnetic field_en.srt

7.8 KB

002 09b-MC-magnet-template.ipynb

7.5 KB

014 09b-MC-magnet-template.ipynb

7.5 KB

002 Template files.html

0.1 KB

001 Introduction_en.srt

3.3 KB

013 Section recap_en.srt

1.7 KB

014 Resources & Links.html

0.5 KB

007 Defining the energy.mp4

83.0 MB

010 Improve code using finite temperatures.mp4

68.9 MB

009 Running the Monte Carlo algorithm.mp4

64.3 MB

004 Approximating Pi using a Monte Carlo algorithm.mp4

64.2 MB

001 Introduction.mp4

53.0 MB

011 Implement interaction with a magnetic field.mp4

45.6 MB

005 Alternative solution and time comparison for approximating Pi.mp4

42.5 MB

003 [Project] Calculating Pi - Explaining the idea.mp4

26.1 MB

013 Section recap.mp4

24.1 MB

/04 - Derivatives/

010 [Solution] Calculate velocity and acceleration.mp4

129.9 MB

002 figure-04-derivatives.png

78.3 KB

009 04b-Exercise-velocity-acceleration-data-file.dat

29.0 KB

010 04b-Exercise-velocity-acceleration-data-file.dat

29.0 KB

014 04b-Exercise-velocity-acceleration-solution.ipynb

174.1 KB

014 figure-04-derivatives.png

78.3 KB

014 04b-Exercise-velocity-acceleration-data-file.dat

29.0 KB

006 Better accuracy Richardson method.mp4

114.2 MB

014 04a-Derivatives.ipynb

485.8 KB

009 04b-Exercise-velocity-acceleration.ipynb

14.5 KB

010 [Solution] Calculate velocity and acceleration_en.srt

26.5 KB

006 Better accuracy Richardson method_en.srt

24.1 KB

002 Template file.html

0.1 KB

009 Exercise files Calculate velocity and acceleration.html

0.5 KB

013 Section recap_en.srt

2.0 KB

014 04b-Exercise-velocity-acceleration.ipynb

14.5 KB

014 Resources & Links.html

0.5 KB

010 04b-Exercise-velocity-acceleration-solution.ipynb

14.5 KB

014 04a-Derivatives-template.ipynb

14.2 KB

002 04a-Derivatives-template.ipynb

14.2 KB

004 Implementation of derivatives in Python_en.srt

13.8 KB

008 [Exercise] Calculate velocity and acceleration_en.srt

4.7 KB

007 Implementing second derivative_en.srt

13.2 KB

011 Multidimensional derivatives Gradient_en.srt

12.6 KB

005 Why is the central-differences method better_en.srt

11.9 KB

012 Multidimensional derivatives Divergence & curl_en.srt

7.9 KB

003 Background Derivatives_en.srt

4.5 KB

001 Introduction_en.srt

3.4 KB

007 Implementing second derivative.mp4

69.2 MB

004 Implementation of derivatives in Python.mp4

62.0 MB

005 Why is the central-differences method better.mp4

53.9 MB

011 Multidimensional derivatives Gradient.mp4

51.5 MB

001 Introduction.mp4

50.5 MB

012 Multidimensional derivatives Divergence & curl.mp4

39.5 MB

013 Section recap.mp4

30.9 MB

008 [Exercise] Calculate velocity and acceleration.mp4

17.8 MB

003 Background Derivatives.mp4

17.5 MB

/.../08 - Eigenvalue problems/

010 [Exercise] Fit three harmonic oscillations to our numerical solution_en.srt

5.3 KB

014 08-Eigenvalue-coupled-oscillators.ipynb

637.1 KB

002 08-Eigenvalue-coupled-oscillators-template.ipynb

16.1 KB

002 figure-08-coupled-oscillators-circle.png

77.7 KB

014 figure-08-coupled-oscillators-circle.png

77.7 KB

007 [Solution] Write your own routine to calculate the eigenvalues_en.srt

20.7 KB

002 figure-08-coupled-oscillators.png

19.4 KB

014 figure-08-coupled-oscillators.png

19.4 KB

011 [Solution] Fit three harmonic oscillations to our numerical solution_en.srt

19.3 KB

011 [Solution] Fit three harmonic oscillations to our numerical solution.mp4

98.6 MB

009 Fourier transform Find the characteristic frequencies of the numerical solution_en.srt

16.3 KB

014 08-Eigenvalue-coupled-oscillators-template.ipynb

16.1 KB

004 Numerical solution of the coupled differential equations_en.srt

13.2 KB

012 Generalization to n coupled oscillators_en.srt

13.1 KB

003 Three coupled oscillators Equations of motion_en.srt

9.1 KB

005 Why is it an eigenvalue problem_en.srt

8.7 KB

013 Introduce periodic boundary conditions_en.srt

6.5 KB

008 Analyzing the eigenmodes of the three coupled oscillators_en.srt

6.0 KB

006 [Exercise] Write your own routine to calculate the eigenvalues_en.srt

3.4 KB

001 Introduction_en.srt

2.5 KB

014 Resources & Links.html

0.5 KB

002 Template file.html

0.1 KB

007 [Solution] Write your own routine to calculate the eigenvalues.mp4

84.3 MB

009 Fourier transform Find the characteristic frequencies of the numerical solution.mp4

76.3 MB

012 Generalization to n coupled oscillators.mp4

65.0 MB

004 Numerical solution of the coupled differential equations.mp4

55.2 MB

001 Introduction.mp4

37.2 MB

003 Three coupled oscillators Equations of motion.mp4

32.7 MB

013 Introduce periodic boundary conditions.mp4

31.0 MB

005 Why is it an eigenvalue problem.mp4

29.2 MB

008 Analyzing the eigenmodes of the three coupled oscillators.mp4

26.5 MB

010 [Exercise] Fit three harmonic oscillations to our numerical solution.mp4

21.2 MB

006 [Exercise] Write your own routine to calculate the eigenvalues.mp4

11.8 MB

/.../03 - Series expansion, interpolation & data fitting/

011 [Exercise] (optional) Generalize the procedure for more data points.html

0.2 KB

018 03-Interpolation.ipynb

251.1 KB

001 Introduction_en.srt

2.2 KB

002 Template file.html

0.1 KB

016 [Exercise] (optional) Try a different model function of your choice.html

0.4 KB

017 Section recap_en.srt

1.0 KB

018 Resources & Links.html

0.5 KB

010 Perfect interpolation using polynomials - Solving a system of linear equations_en.srt

18.1 KB

015 Update the coefficients using gradient descent_en.srt

15.8 KB

003 Taylor expansion of exponential function_en.srt

13.3 KB

005 Numerically calculating (higher) derivatives_en.srt

13.3 KB

014 Calculating the gradient of the error_en.srt

12.7 KB

006 Taylor expansion of general function_en.srt

11.0 KB

007 Interpolation_en.srt

10.1 KB

008 Linear and cubic splines_en.srt

9.6 KB

009 Using splines to fit perturbed data_en.srt

9.6 KB

018 03-Interpolation-template.ipynb

9.5 KB

002 03-Interpolation-template.ipynb

9.5 KB

013 Calculating the fitting error_en.srt

8.9 KB

004 Taylor expansion of sin function_en.srt

8.0 KB

012 Fitting a polynomial model function_en.srt

6.2 KB

010 Perfect interpolation using polynomials - Solving a system of linear equations.mp4

85.0 MB

015 Update the coefficients using gradient descent.mp4

71.0 MB

014 Calculating the gradient of the error.mp4

61.9 MB

006 Taylor expansion of general function.mp4

59.7 MB

003 Taylor expansion of exponential function.mp4

51.5 MB

005 Numerically calculating (higher) derivatives.mp4

51.3 MB

009 Using splines to fit perturbed data.mp4

41.6 MB

007 Interpolation.mp4

38.5 MB

008 Linear and cubic splines.mp4

38.3 MB

001 Introduction.mp4

34.8 MB

013 Calculating the fitting error.mp4

33.8 MB

004 Taylor expansion of sin function.mp4

31.9 MB

012 Fitting a polynomial model function.mp4

24.3 MB

017 Section recap.mp4

16.1 MB

/05 - Integrals/

002 figure-05-derivation-wire.png

189.0 KB

020 Fourier transform_en.srt

13.4 KB

002 Template files.html

0.1 KB

023 05b-Rotation-geometric-objects.ipynb

239.0 KB

016 Calculating the vector potential of a charged wire_en.srt

18.1 KB

023 05c-Magnetic-field-wire.ipynb

228.2 KB

023 figure-05-derivation-wire.png

189.0 KB

002 figure-05-integral.png

68.9 KB

023 05a-Basics-integration.ipynb

27.3 KB

023 figure-05-integral.png

68.9 KB

023 05d-Fourier-transform.ipynb

68.7 KB

002 figure-05-hand.svg

22.9 KB

023 figure-05-hand.svg

22.9 KB

002 05d-Fourier-transform-template.ipynb

22.2 KB

023 05d-Fourier-transform-template.ipynb

22.2 KB

017 Calculating the magnetic field of a charged wire_en.srt

16.4 KB

007 Rotating a stick around one end_en.srt

17.7 KB

006 [Project] Rotational energy & Moment of inertia - Start with a point mass_en.srt

16.5 KB

011 Rotating a sphere Numerical solution_en.srt

14.9 KB

001 Introduction_en.srt

2.8 KB

004 Discretizing integrals & Trapezoidal method_en.srt

13.7 KB

008 [Exercise] Rotating a stick around the center_en.srt

2.2 KB

015 Preparing the arrays_en.srt

11.4 KB

010 Rotating a sphere Analytical solution_en.srt

10.3 KB

016 Calculating the vector potential of a charged wire.mp4

90.9 MB

014 [Project] Magnetic field of a wire - Explaining the problem_en.srt

9.5 KB

023 05b-Rotation-geometric-objects-template.ipynb

9.3 KB

002 05b-Rotation-geometric-objects-template.ipynb

9.3 KB

023 Resources & Links.html

0.5 KB

003 Background on integrals_en.srt

9.2 KB

005 Improving accuracy Simpson rule and beyond_en.srt

9.1 KB

022 Section recap_en.srt

1.2 KB

019 Analyzing a periodic signal via Fourier transforms_en.srt

6.7 KB

023 05a-Basics-integration-template.ipynb

6.4 KB

002 05a-Basics-integration-template.ipynb

6.4 KB

018 Quiver plot of the magnetic field_en.srt

6.3 KB

013 [Solution] Rotating a spherical shell_en.srt

5.9 KB

023 05c-Magnetic-field-wire-template.ipynb

5.1 KB

002 05c-Magnetic-field-wire-template.ipynb

5.1 KB

009 [Solution] Rotating a stick around the center_en.srt

3.9 KB

021 Numpy Fast fourier transform (FFT)_en.srt

3.7 KB

012 [Exercise] Rotating a spherical shell_en.srt

3.2 KB

007 Rotating a stick around one end.mp4

75.3 MB

011 Rotating a sphere Numerical solution.mp4

70.9 MB

017 Calculating the magnetic field of a charged wire.mp4

66.7 MB

004 Discretizing integrals & Trapezoidal method.mp4

66.1 MB

006 [Project] Rotational energy & Moment of inertia - Start with a point mass.mp4

65.9 MB

020 Fourier transform.mp4

52.9 MB

015 Preparing the arrays.mp4

51.2 MB

005 Improving accuracy Simpson rule and beyond.mp4

46.5 MB

001 Introduction.mp4

44.0 MB

014 [Project] Magnetic field of a wire - Explaining the problem.mp4

37.6 MB

003 Background on integrals.mp4

37.6 MB

010 Rotating a sphere Analytical solution.mp4

36.4 MB

018 Quiver plot of the magnetic field.mp4

35.3 MB

013 [Solution] Rotating a spherical shell.mp4

30.7 MB

019 Analyzing a periodic signal via Fourier transforms.mp4

21.9 MB

009 [Solution] Rotating a stick around the center.mp4

18.9 MB

022 Section recap.mp4

18.5 MB

012 [Exercise] Rotating a spherical shell.mp4

14.2 MB

021 Numpy Fast fourier transform (FFT).mp4

13.8 MB

008 [Exercise] Rotating a stick around the center.mp4

10.2 MB

 

Total files 552


Copyright © 2026 FileMood.com