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Udemy - Computational Physics Scientific Programming with Python

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文件列表

  1. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/005 Band structure of graphene.mp4 137MB
  2. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/009 Applying magnetic field Landau quantization & Quantum Hall effect.mp4 128MB
  3. 04 - Derivatives/010 [Solution] Calculate velocity and acceleration.mp4 124MB
  4. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/003 From free electrons to band structures.mp4 123MB
  5. 09 - Monte Carlo algorithms/008 Simulating a Metropolis step.mp4 116MB
  6. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/008 Band structure of a graphene nanoribbon.mp4 113MB
  7. 07 - Differential equations II Multiple dimensions/011 Solving the heat equation in two dimensions.mp4 113MB
  8. 04 - Derivatives/006 Better accuracy Richardson method.mp4 109MB
  9. 09 - Monte Carlo algorithms/006 [Project] Simulating a magnet - Setting up & plotting the initial state.mp4 98MB
  10. 09 - Monte Carlo algorithms/012 Dzyaloshinskii–Moriya interaction giving rise to non-collinear spin textures.mp4 96MB
  11. 08 - Eigenvalue problems/011 [Solution] Fit three harmonic oscillations to our numerical solution.mp4 94MB
  12. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/008 Determining & Discussing the eigensystem of the quantum harmonic oscillator.mp4 94MB
  13. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/005 Determining & Discussing the eigensystem of the particle in a box.mp4 91MB
  14. 07 - Differential equations II Multiple dimensions/021 Brake maneuver to reach moon orbit.mp4 88MB
  15. 05 - Integrals/016 Calculating the vector potential of a charged wire.mp4 87MB
  16. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/007 Plotting a graphene nanoribbon.mp4 85MB
  17. 07 - Differential equations II Multiple dimensions/015 Analyzing the orbital motion of earth & moon.mp4 82MB
  18. 03 - Series expansion, interpolation & data fitting/010 Perfect interpolation using polynomials - Solving a system of linear equations.mp4 81MB
  19. 08 - Eigenvalue problems/007 [Solution] Write your own routine to calculate the eigenvalues.mp4 80MB
  20. 09 - Monte Carlo algorithms/007 Defining the energy.mp4 79MB
  21. 06 - Differential equations I Basics and 1-dimensional problems/014 Compare different methods for solving differential equations.mp4 78MB
  22. 07 - Differential equations II Multiple dimensions/010 Solving the heat equation in one dimension.mp4 75MB
  23. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/004 Plotting a graphene lattice.mp4 73MB
  24. 08 - Eigenvalue problems/009 Fourier transform Find the characteristic frequencies of the numerical solution.mp4 73MB
  25. 05 - Integrals/007 Rotating a stick around one end.mp4 72MB
  26. 07 - Differential equations II Multiple dimensions/004 Solving the differential equation of a rolling ball.mp4 70MB
  27. 07 - Differential equations II Multiple dimensions/007 Solving the Lorenz differential equation for the chaotic case.mp4 69MB
  28. 02 - [Optional] Python Crash Course/015 Plots with matplotlib.mp4 68MB
  29. 03 - Series expansion, interpolation & data fitting/015 Update the coefficients using gradient descent.mp4 68MB
  30. 05 - Integrals/011 Rotating a sphere Numerical solution.mp4 68MB
  31. 04 - Derivatives/007 Implementing second derivative.mp4 66MB
  32. 09 - Monte Carlo algorithms/010 Improve code using finite temperatures.mp4 66MB
  33. 06 - Differential equations I Basics and 1-dimensional problems/015 Implementation of Runge Kutta 4th order method.mp4 64MB
  34. 05 - Integrals/017 Calculating the magnetic field of a charged wire.mp4 64MB
  35. 05 - Integrals/004 Discretizing integrals & Trapezoidal method.mp4 63MB
  36. 05 - Integrals/006 [Project] Rotational energy & Moment of inertia - Start with a point mass.mp4 63MB
  37. 08 - Eigenvalue problems/012 Generalization to n coupled oscillators.mp4 62MB
  38. 09 - Monte Carlo algorithms/009 Running the Monte Carlo algorithm.mp4 61MB
  39. 09 - Monte Carlo algorithms/004 Approximating Pi using a Monte Carlo algorithm.mp4 61MB
  40. 04 - Derivatives/004 Implementation of derivatives in Python.mp4 59MB
  41. 03 - Series expansion, interpolation & data fitting/014 Calculating the gradient of the error.mp4 59MB
  42. 07 - Differential equations II Multiple dimensions/013 Coding the differential equations for sun, earth & moon.mp4 58MB
  43. 02 - [Optional] Python Crash Course/016 Density plot.mp4 57MB
  44. 03 - Series expansion, interpolation & data fitting/006 Taylor expansion of general function.mp4 57MB
  45. 07 - Differential equations II Multiple dimensions/019 Simulating earth escape.mp4 55MB
  46. 06 - Differential equations I Basics and 1-dimensional problems/012 Improvement Use the SciPy function solve_ivp.mp4 53MB
  47. 08 - Eigenvalue problems/004 Numerical solution of the coupled differential equations.mp4 53MB
  48. 06 - Differential equations I Basics and 1-dimensional problems/017 Comparison of our three methods to solve differential equations.mp4 52MB
  49. 04 - Derivatives/005 Why is the central-differences method better.mp4 51MB
  50. 09 - Monte Carlo algorithms/001 Introduction.mp4 51MB
  51. 05 - Integrals/020 Fourier transform.mp4 50MB
  52. 07 - Differential equations II Multiple dimensions/017 [Project] Rocketship - Coding & Solving the differential equations.mp4 50MB
  53. 02 - [Optional] Python Crash Course/017 3D Plots.mp4 49MB
  54. 03 - Series expansion, interpolation & data fitting/003 Taylor expansion of exponential function.mp4 49MB
  55. 04 - Derivatives/011 Multidimensional derivatives Gradient.mp4 49MB
  56. 03 - Series expansion, interpolation & data fitting/005 Numerically calculating (higher) derivatives.mp4 49MB
  57. 05 - Integrals/015 Preparing the arrays.mp4 49MB
  58. 06 - Differential equations I Basics and 1-dimensional problems/004 Example 1 Radioactive decay.mp4 49MB
  59. 04 - Derivatives/001 Introduction.mp4 48MB
  60. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/010 Moire lattice of twisted bilayers of graphene.mp4 48MB
  61. 02 - [Optional] Python Crash Course/008 Arrays.mp4 47MB
  62. 07 - Differential equations II Multiple dimensions/001 Introduction.mp4 46MB
  63. 01 - Python installation via Anaconda & Alternatives/009 (optional) Style sheets for your notebook.mp4 45MB
  64. 06 - Differential equations I Basics and 1-dimensional problems/005 Defining a general function for the Euler method.mp4 45MB
  65. 07 - Differential equations II Multiple dimensions/018 Changing starting velocity Elliptical orbit around earth.mp4 45MB
  66. 07 - Differential equations II Multiple dimensions/005 Different starting conditions & external forces acting on the ball.mp4 45MB
  67. 05 - Integrals/005 Improving accuracy Simpson rule and beyond.mp4 44MB
  68. 09 - Monte Carlo algorithms/011 Implement interaction with a magnetic field.mp4 43MB
  69. 02 - [Optional] Python Crash Course/009 Vectors & Matrices.mp4 43MB
  70. 02 - [Optional] Python Crash Course/013 Functions.mp4 42MB
  71. 05 - Integrals/001 Introduction.mp4 42MB
  72. 02 - [Optional] Python Crash Course/012 Working with data files.mp4 41MB
  73. 06 - Differential equations I Basics and 1-dimensional problems/011 Adding damping and driving forces.mp4 41MB
  74. 09 - Monte Carlo algorithms/005 Alternative solution and time comparison for approximating Pi.mp4 41MB
  75. 01 - Python installation via Anaconda & Alternatives/003 Installing Python via Anaconda for free.mp4 40MB
  76. 06 - Differential equations I Basics and 1-dimensional problems/009 Example 4 Pendulum.mp4 40MB
  77. 03 - Series expansion, interpolation & data fitting/009 Using splines to fit perturbed data.mp4 40MB
  78. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/001 Introduction.mp4 39MB
  79. 06 - Differential equations I Basics and 1-dimensional problems/007 Higher-order differential equations.mp4 38MB
  80. 06 - Differential equations I Basics and 1-dimensional problems/013 Higher-order differential equations with solve_ivp.mp4 38MB
  81. 04 - Derivatives/012 Multidimensional derivatives Divergence & curl.mp4 38MB
  82. 02 - [Optional] Python Crash Course/011 Loops & If statements.mp4 37MB
  83. 06 - Differential equations I Basics and 1-dimensional problems/001 Introduction.mp4 37MB
  84. 03 - Series expansion, interpolation & data fitting/007 Interpolation.mp4 37MB
  85. 03 - Series expansion, interpolation & data fitting/008 Linear and cubic splines.mp4 36MB
  86. 06 - Differential equations I Basics and 1-dimensional problems/016 Implementation of RK45.mp4 36MB
  87. 05 - Integrals/014 [Project] Magnetic field of a wire - Explaining the problem.mp4 36MB
  88. 05 - Integrals/003 Background on integrals.mp4 36MB
  89. 08 - Eigenvalue problems/001 Introduction.mp4 35MB
  90. 05 - Integrals/010 Rotating a sphere Analytical solution.mp4 35MB
  91. 01 - Python installation via Anaconda & Alternatives/002 Structure & Overview of this course.mp4 35MB
  92. 07 - Differential equations II Multiple dimensions/003 [Project] Simulating a rolling ball - Two decoupled oscillators.mp4 34MB
  93. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/004 Finding the first solution via the shooting method.mp4 34MB
  94. 05 - Integrals/018 Quiver plot of the magnetic field.mp4 34MB
  95. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/007 Adapting our notebook to the new potential.mp4 34MB
  96. 06 - Differential equations I Basics and 1-dimensional problems/006 Example 2 Time-amplified radioactive decay.mp4 33MB
  97. 07 - Differential equations II Multiple dimensions/014 Solving the differential equations for sun, earth & moon (3-body problem).mp4 33MB
  98. 02 - [Optional] Python Crash Course/007 Lists.mp4 33MB
  99. 03 - Series expansion, interpolation & data fitting/001 Introduction.mp4 33MB
  100. 02 - [Optional] Python Crash Course/001 Introduction to section Optional Python crash course.mp4 33MB
  101. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/006 Dirac points and massless electrons.mp4 32MB
  102. 03 - Series expansion, interpolation & data fitting/013 Calculating the fitting error.mp4 32MB
  103. 01 - Python installation via Anaconda & Alternatives/010 (optional) Alternative development environments For large projects - PyCharm.mp4 32MB
  104. 08 - Eigenvalue problems/003 Three coupled oscillators Equations of motion.mp4 31MB
  105. 07 - Differential equations II Multiple dimensions/020 Simulating a moon encounter.mp4 31MB
  106. 03 - Series expansion, interpolation & data fitting/004 Taylor expansion of sin function.mp4 30MB
  107. 06 - Differential equations I Basics and 1-dimensional problems/008 Example 3 Free fall.mp4 30MB
  108. 07 - Differential equations II Multiple dimensions/009 [Project] Heat equation - Explanation of the differential equation.mp4 30MB
  109. 08 - Eigenvalue problems/013 Introduce periodic boundary conditions.mp4 30MB
  110. 04 - Derivatives/013 Section recap.mp4 29MB
  111. 07 - Differential equations II Multiple dimensions/012 [Project] 3-body problem Coupled differential equations for sun, earth & moon.mp4 29MB
  112. 05 - Integrals/013 [Solution] Rotating a spherical shell.mp4 29MB
  113. 01 - Python installation via Anaconda & Alternatives/006 HOW TO use this course.mp4 29MB
  114. 08 - Eigenvalue problems/005 Why is it an eigenvalue problem.mp4 28MB
  115. 01 - Python installation via Anaconda & Alternatives/011 (optional) Alternative development environments Allrounder - Visual Studio Code.mp4 27MB
  116. 02 - [Optional] Python Crash Course/004 Data types of numbers.mp4 27MB
  117. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/001 Introduction.mp4 26MB
  118. 08 - Eigenvalue problems/008 Analyzing the eigenmodes of the three coupled oscillators.mp4 25MB
  119. 09 - Monte Carlo algorithms/003 [Project] Calculating Pi - Explaining the idea.mp4 25MB
  120. 06 - Differential equations I Basics and 1-dimensional problems/010 Accurate solution of the pendulum.mp4 25MB
  121. 07 - Differential equations II Multiple dimensions/008 Solving the Lorenz differential equation for the non-chaotic case.mp4 24MB
  122. 02 - [Optional] Python Crash Course/003 Numpy & Basic mathematics.mp4 23MB
  123. 03 - Series expansion, interpolation & data fitting/012 Fitting a polynomial model function.mp4 23MB
  124. 09 - Monte Carlo algorithms/013 Section recap.mp4 23MB
  125. 02 - [Optional] Python Crash Course/010 Dictionaries.mp4 23MB
  126. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/011 Section recap.mp4 23MB
  127. 01 - Python installation via Anaconda & Alternatives/004 Jupyter notebook - Our tool of choice.mp4 21MB
  128. 05 - Integrals/019 Analyzing a periodic signal via Fourier transforms.mp4 21MB
  129. 08 - Eigenvalue problems/010 [Exercise] Fit three harmonic oscillations to our numerical solution.mp4 20MB
  130. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/011 Section recap.mp4 20MB
  131. 01 - Python installation via Anaconda & Alternatives/005 Style your notebook.mp4 18MB
  132. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/010 Use Mathematica to solve the problem with only a few lines of code.mp4 18MB
  133. 05 - Integrals/009 [Solution] Rotating a stick around the center.mp4 18MB
  134. 05 - Integrals/022 Section recap.mp4 18MB
  135. 06 - Differential equations I Basics and 1-dimensional problems/003 Background Euler method.mp4 17MB
  136. 04 - Derivatives/008 [Exercise] Calculate velocity and acceleration.mp4 17MB
  137. 04 - Derivatives/003 Background Derivatives.mp4 17MB
  138. 01 - Python installation via Anaconda & Alternatives/012 (optional) Environments & Updates.mp4 16MB
  139. 07 - Differential equations II Multiple dimensions/022 Section recap.mp4 16MB
  140. 03 - Series expansion, interpolation & data fitting/017 Section recap.mp4 15MB
  141. 06 - Differential equations I Basics and 1-dimensional problems/018 Section recap.mp4 15MB
  142. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/013 THANK YOU & GOODBYE!.mp4 14MB
  143. 05 - Integrals/012 [Exercise] Rotating a spherical shell.mp4 14MB
  144. 05 - Integrals/021 Numpy Fast fourier transform (FFT).mp4 13MB
  145. 02 - [Optional] Python Crash Course/005 Strings.mp4 12MB
  146. 07 - Differential equations II Multiple dimensions/006 [Project] Chaos & Lorenz systems - Explanation of the differential equation.mp4 12MB
  147. 08 - Eigenvalue problems/006 [Exercise] Write your own routine to calculate the eigenvalues.mp4 11MB
  148. 05 - Integrals/008 [Exercise] Rotating a stick around the center.mp4 10MB
  149. 02 - [Optional] Python Crash Course/018 Crash course recap.mp4 9MB
  150. 07 - Differential equations II Multiple dimensions/016 Comment on inclination of the moon.mp4 9MB
  151. 09 - Monte Carlo algorithms/014 09b-MC-magnet.ipynb 839KB
  152. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/012 11-Graphene.ipynb 663KB
  153. 08 - Eigenvalue problems/014 08-Eigenvalue-coupled-oscillators.ipynb 622KB
  154. 07 - Differential equations II Multiple dimensions/023 07d-Mutidimensional-3-body.ipynb 567KB
  155. 06 - Differential equations I Basics and 1-dimensional problems/019 06-Differential-equations.ipynb 504KB
  156. 04 - Derivatives/014 04a-Derivatives.ipynb 474KB
  157. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/012 10b-Quantum-harmonic-oscillator.ipynb 310KB
  158. 02 - [Optional] Python Crash Course/019 02-Crash-course.ipynb 250KB
  159. 03 - Series expansion, interpolation & data fitting/018 03-Interpolation.ipynb 245KB
  160. 01 - Python installation via Anaconda & Alternatives/002 Overview.png 234KB
  161. 05 - Integrals/023 05b-Rotation-geometric-objects.ipynb 233KB
  162. 05 - Integrals/023 05c-Magnetic-field-wire.ipynb 223KB
  163. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/002 11-Graphene-template.ipynb 220KB
  164. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/012 11-Graphene-template.ipynb 220KB
  165. 07 - Differential equations II Multiple dimensions/023 07a-Multidimensional-rolling-ball.ipynb 213KB
  166. 07 - Differential equations II Multiple dimensions/023 07b-Multidimensional-lorenz.ipynb 187KB
  167. 05 - Integrals/002 figure-05-derivation-wire.png 185KB
  168. 05 - Integrals/023 figure-05-derivation-wire.png 185KB
  169. 09 - Monte Carlo algorithms/014 09a-MC-pi.ipynb 170KB
  170. 04 - Derivatives/014 04b-Exercise-velocity-acceleration-solution.ipynb 170KB
  171. 07 - Differential equations II Multiple dimensions/023 07c-Multidimensional-heat-equation.ipynb 155KB
  172. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/012 10a-Particle-in-a-box.ipynb 140KB
  173. 04 - Derivatives/002 figure-04-derivatives.png 76KB
  174. 04 - Derivatives/014 figure-04-derivatives.png 76KB
  175. 08 - Eigenvalue problems/002 figure-08-coupled-oscillators-circle.png 76KB
  176. 08 - Eigenvalue problems/014 figure-08-coupled-oscillators-circle.png 76KB
  177. 05 - Integrals/002 figure-05-integral.png 67KB
  178. 05 - Integrals/023 figure-05-integral.png 67KB
  179. 05 - Integrals/023 05d-Fourier-transform.ipynb 67KB
  180. 07 - Differential equations II Multiple dimensions/002 07a-Multidimensional-rolling-ball-template.ipynb 67KB
  181. 07 - Differential equations II Multiple dimensions/023 07a-Multidimensional-rolling-ball-template.ipynb 67KB
  182. 04 - Derivatives/009 04b-Exercise-velocity-acceleration-data-file.dat 28KB
  183. 04 - Derivatives/010 04b-Exercise-velocity-acceleration-data-file.dat 28KB
  184. 04 - Derivatives/014 04b-Exercise-velocity-acceleration-data-file.dat 28KB
  185. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/005 Band structure of graphene_en.srt 28KB
  186. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/003 From free electrons to band structures_en.srt 28KB
  187. 05 - Integrals/023 05a-Basics-integration.ipynb 27KB
  188. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/005 Determining & Discussing the eigensystem of the particle in a box_en.srt 26KB
  189. 04 - Derivatives/010 [Solution] Calculate velocity and acceleration_en.srt 26KB
  190. 09 - Monte Carlo algorithms/006 [Project] Simulating a magnet - Setting up & plotting the initial state_en.srt 24KB
  191. 04 - Derivatives/006 Better accuracy Richardson method_en.srt 24KB
  192. 05 - Integrals/002 figure-05-hand.svg 22KB
  193. 05 - Integrals/023 figure-05-hand.svg 22KB
  194. 07 - Differential equations II Multiple dimensions/011 Solving the heat equation in two dimensions_en.srt 22KB
  195. 02 - [Optional] Python Crash Course/002 02-Crash-course-template.ipynb 22KB
  196. 02 - [Optional] Python Crash Course/019 02-Crash-course-template.ipynb 22KB
  197. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/008 Determining & Discussing the eigensystem of the quantum harmonic oscillator_en.srt 22KB
  198. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/009 Applying magnetic field Landau quantization & Quantum Hall effect_en.srt 22KB
  199. 05 - Integrals/002 05d-Fourier-transform-template.ipynb 22KB
  200. 05 - Integrals/023 05d-Fourier-transform-template.ipynb 22KB
  201. 09 - Monte Carlo algorithms/008 Simulating a Metropolis step_en.srt 21KB
  202. 08 - Eigenvalue problems/007 [Solution] Write your own routine to calculate the eigenvalues_en.srt 20KB
  203. 07 - Differential equations II Multiple dimensions/021 Brake maneuver to reach moon orbit_en.srt 20KB
  204. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/008 Band structure of a graphene nanoribbon_en.srt 20KB
  205. 08 - Eigenvalue problems/002 figure-08-coupled-oscillators.png 19KB
  206. 08 - Eigenvalue problems/014 figure-08-coupled-oscillators.png 19KB
  207. 08 - Eigenvalue problems/011 [Solution] Fit three harmonic oscillations to our numerical solution_en.srt 19KB
  208. 05 - Integrals/016 Calculating the vector potential of a charged wire_en.srt 18KB
  209. 03 - Series expansion, interpolation & data fitting/010 Perfect interpolation using polynomials - Solving a system of linear equations_en.srt 18KB
  210. 02 - [Optional] Python Crash Course/015 Plots with matplotlib_en.srt 18KB
  211. 05 - Integrals/007 Rotating a stick around one end_en.srt 17KB
  212. 07 - Differential equations II Multiple dimensions/010 Solving the heat equation in one dimension_en.srt 16KB
  213. 05 - Integrals/006 [Project] Rotational energy & Moment of inertia - Start with a point mass_en.srt 16KB
  214. 07 - Differential equations II Multiple dimensions/015 Analyzing the orbital motion of earth & moon_en.srt 16KB
  215. 09 - Monte Carlo algorithms/012 Dzyaloshinskii–Moriya interaction giving rise to non-collinear spin textures_en.srt 16KB
  216. 05 - Integrals/017 Calculating the magnetic field of a charged wire_en.srt 16KB
  217. 08 - Eigenvalue problems/009 Fourier transform Find the characteristic frequencies of the numerical solution_en.srt 16KB
  218. 08 - Eigenvalue problems/002 08-Eigenvalue-coupled-oscillators-template.ipynb 16KB
  219. 08 - Eigenvalue problems/014 08-Eigenvalue-coupled-oscillators-template.ipynb 16KB
  220. 09 - Monte Carlo algorithms/007 Defining the energy_en.srt 16KB
  221. 07 - Differential equations II Multiple dimensions/004 Solving the differential equation of a rolling ball_en.srt 16KB
  222. 09 - Monte Carlo algorithms/002 09a-MC-pi-template.ipynb 15KB
  223. 09 - Monte Carlo algorithms/014 09a-MC-pi-template.ipynb 15KB
  224. 03 - Series expansion, interpolation & data fitting/015 Update the coefficients using gradient descent_en.srt 15KB
  225. 07 - Differential equations II Multiple dimensions/013 Coding the differential equations for sun, earth & moon_en.srt 15KB
  226. 09 - Monte Carlo algorithms/004 Approximating Pi using a Monte Carlo algorithm_en.srt 15KB
  227. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/004 Plotting a graphene lattice_en.srt 15KB
  228. 05 - Integrals/011 Rotating a sphere Numerical solution_en.srt 15KB
  229. 07 - Differential equations II Multiple dimensions/007 Solving the Lorenz differential equation for the chaotic case_en.srt 14KB
  230. 04 - Derivatives/009 04b-Exercise-velocity-acceleration.ipynb 14KB
  231. 04 - Derivatives/014 04b-Exercise-velocity-acceleration.ipynb 14KB
  232. 04 - Derivatives/010 04b-Exercise-velocity-acceleration-solution.ipynb 14KB
  233. 06 - Differential equations I Basics and 1-dimensional problems/014 Compare different methods for solving differential equations_en.srt 14KB
  234. 04 - Derivatives/002 04a-Derivatives-template.ipynb 14KB
  235. 04 - Derivatives/014 04a-Derivatives-template.ipynb 14KB
  236. 04 - Derivatives/004 Implementation of derivatives in Python_en.srt 13KB
  237. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/007 Plotting a graphene nanoribbon_en.srt 13KB
  238. 02 - [Optional] Python Crash Course/016 Density plot_en.srt 13KB
  239. 05 - Integrals/004 Discretizing integrals & Trapezoidal method_en.srt 13KB
  240. 02 - [Optional] Python Crash Course/013 Functions_en.srt 13KB
  241. 05 - Integrals/020 Fourier transform_en.srt 13KB
  242. 03 - Series expansion, interpolation & data fitting/003 Taylor expansion of exponential function_en.srt 13KB
  243. 02 - [Optional] Python Crash Course/011 Loops & If statements_en.srt 13KB
  244. 03 - Series expansion, interpolation & data fitting/005 Numerically calculating (higher) derivatives_en.srt 13KB
  245. 02 - [Optional] Python Crash Course/012 Working with data files_en.srt 13KB
  246. 02 - [Optional] Python Crash Course/008 Arrays_en.srt 13KB
  247. 06 - Differential equations I Basics and 1-dimensional problems/015 Implementation of Runge Kutta 4th order method_en.srt 13KB
  248. 08 - Eigenvalue problems/004 Numerical solution of the coupled differential equations_en.srt 13KB
  249. 04 - Derivatives/007 Implementing second derivative_en.srt 13KB
  250. 08 - Eigenvalue problems/012 Generalization to n coupled oscillators_en.srt 13KB
  251. 02 - [Optional] Python Crash Course/009 Vectors & Matrices_en.srt 13KB
  252. 06 - Differential equations I Basics and 1-dimensional problems/004 Example 1 Radioactive decay_en.srt 12KB
  253. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/004 Finding the first solution via the shooting method_en.srt 12KB
  254. 03 - Series expansion, interpolation & data fitting/014 Calculating the gradient of the error_en.srt 12KB
  255. 04 - Derivatives/011 Multidimensional derivatives Gradient_en.srt 12KB
  256. 09 - Monte Carlo algorithms/009 Running the Monte Carlo algorithm_en.srt 12KB
  257. 09 - Monte Carlo algorithms/010 Improve code using finite temperatures_en.srt 12KB
  258. 06 - Differential equations I Basics and 1-dimensional problems/002 06-Differential-equations-template.ipynb 12KB
  259. 06 - Differential equations I Basics and 1-dimensional problems/019 06-Differential-equations-template.ipynb 12KB
  260. 04 - Derivatives/005 Why is the central-differences method better_en.srt 12KB
  261. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/007 Adapting our notebook to the new potential_en.srt 11KB
  262. 06 - Differential equations I Basics and 1-dimensional problems/012 Improvement Use the SciPy function solve_ivp_en.srt 11KB
  263. 02 - [Optional] Python Crash Course/017 3D Plots_en.srt 11KB
  264. 05 - Integrals/015 Preparing the arrays_en.srt 11KB
  265. 02 - [Optional] Python Crash Course/007 Lists_en.srt 11KB
  266. 03 - Series expansion, interpolation & data fitting/006 Taylor expansion of general function_en.srt 11KB
  267. 07 - Differential equations II Multiple dimensions/017 [Project] Rocketship - Coding & Solving the differential equations_en.srt 11KB
  268. 07 - Differential equations II Multiple dimensions/019 Simulating earth escape_en.srt 10KB
  269. 05 - Integrals/010 Rotating a sphere Analytical solution_en.srt 10KB
  270. 06 - Differential equations I Basics and 1-dimensional problems/005 Defining a general function for the Euler method_en.srt 10KB
  271. 03 - Series expansion, interpolation & data fitting/007 Interpolation_en.srt 10KB
  272. 06 - Differential equations I Basics and 1-dimensional problems/007 Higher-order differential equations_en.srt 10KB
  273. 07 - Differential equations II Multiple dimensions/005 Different starting conditions & external forces acting on the ball_en.srt 10KB
  274. 09 - Monte Carlo algorithms/005 Alternative solution and time comparison for approximating Pi_en.srt 10KB
  275. 03 - Series expansion, interpolation & data fitting/008 Linear and cubic splines_en.srt 9KB
  276. 06 - Differential equations I Basics and 1-dimensional problems/017 Comparison of our three methods to solve differential equations_en.srt 9KB
  277. 03 - Series expansion, interpolation & data fitting/009 Using splines to fit perturbed data_en.srt 9KB
  278. 03 - Series expansion, interpolation & data fitting/002 03-Interpolation-template.ipynb 9KB
  279. 03 - Series expansion, interpolation & data fitting/018 03-Interpolation-template.ipynb 9KB
  280. 05 - Integrals/014 [Project] Magnetic field of a wire - Explaining the problem_en.srt 9KB
  281. 06 - Differential equations I Basics and 1-dimensional problems/009 Example 4 Pendulum_en.srt 9KB
  282. 05 - Integrals/002 05b-Rotation-geometric-objects-template.ipynb 9KB
  283. 05 - Integrals/023 05b-Rotation-geometric-objects-template.ipynb 9KB
  284. 05 - Integrals/003 Background on integrals_en.srt 9KB
  285. 05 - Integrals/005 Improving accuracy Simpson rule and beyond_en.srt 9KB
  286. 08 - Eigenvalue problems/003 Three coupled oscillators Equations of motion_en.srt 9KB
  287. 07 - Differential equations II Multiple dimensions/003 [Project] Simulating a rolling ball - Two decoupled oscillators_en.srt 9KB
  288. 01 - Python installation via Anaconda & Alternatives/010 (optional) Alternative development environments For large projects - PyCharm_en.srt 9KB
  289. 01 - Python installation via Anaconda & Alternatives/003 Installing Python via Anaconda for free_en.srt 9KB
  290. 03 - Series expansion, interpolation & data fitting/013 Calculating the fitting error_en.srt 9KB
  291. 07 - Differential equations II Multiple dimensions/012 [Project] 3-body problem Coupled differential equations for sun, earth & moon_en.srt 9KB
  292. 08 - Eigenvalue problems/005 Why is it an eigenvalue problem_en.srt 9KB
  293. 07 - Differential equations II Multiple dimensions/009 [Project] Heat equation - Explanation of the differential equation_en.srt 9KB
  294. 07 - Differential equations II Multiple dimensions/002 07d-Mutidimensional-3-body-template.ipynb 8KB
  295. 07 - Differential equations II Multiple dimensions/023 07d-Mutidimensional-3-body-template.ipynb 8KB
  296. 06 - Differential equations I Basics and 1-dimensional problems/011 Adding damping and driving forces_en.srt 8KB
  297. 06 - Differential equations I Basics and 1-dimensional problems/006 Example 2 Time-amplified radioactive decay_en.srt 8KB
  298. 07 - Differential equations II Multiple dimensions/018 Changing starting velocity Elliptical orbit around earth_en.srt 8KB
  299. 06 - Differential equations I Basics and 1-dimensional problems/013 Higher-order differential equations with solve_ivp_en.srt 8KB
  300. 02 - [Optional] Python Crash Course/004 Data types of numbers_en.srt 8KB
  301. 03 - Series expansion, interpolation & data fitting/004 Taylor expansion of sin function_en.srt 8KB
  302. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/006 Dirac points and massless electrons_en.srt 8KB
  303. 04 - Derivatives/012 Multidimensional derivatives Divergence & curl_en.srt 8KB
  304. 07 - Differential equations II Multiple dimensions/014 Solving the differential equations for sun, earth & moon (3-body problem)_en.srt 8KB
  305. 09 - Monte Carlo algorithms/003 [Project] Calculating Pi - Explaining the idea_en.srt 8KB
  306. 09 - Monte Carlo algorithms/011 Implement interaction with a magnetic field_en.srt 8KB
  307. 01 - Python installation via Anaconda & Alternatives/011 (optional) Alternative development environments Allrounder - Visual Studio Code_en.srt 7KB
  308. 09 - Monte Carlo algorithms/002 09b-MC-magnet-template.ipynb 7KB
  309. 09 - Monte Carlo algorithms/014 09b-MC-magnet-template.ipynb 7KB
  310. 01 - Python installation via Anaconda & Alternatives/009 (optional) Style sheets for your notebook_en.srt 7KB
  311. 06 - Differential equations I Basics and 1-dimensional problems/016 Implementation of RK45_en.srt 7KB
  312. 01 - Python installation via Anaconda & Alternatives/002 Structure & Overview of this course_en.srt 7KB
  313. 01 - Python installation via Anaconda & Alternatives/004 Jupyter notebook - Our tool of choice_en.srt 7KB
  314. 06 - Differential equations I Basics and 1-dimensional problems/008 Example 3 Free fall_en.srt 7KB
  315. 02 - [Optional] Python Crash Course/003 Numpy & Basic mathematics_en.srt 7KB
  316. 02 - [Optional] Python Crash Course/010 Dictionaries_en.srt 7KB
  317. 05 - Integrals/019 Analyzing a periodic signal via Fourier transforms_en.srt 7KB
  318. 07 - Differential equations II Multiple dimensions/020 Simulating a moon encounter_en.srt 6KB
  319. 08 - Eigenvalue problems/013 Introduce periodic boundary conditions_en.srt 6KB
  320. 05 - Integrals/002 05a-Basics-integration-template.ipynb 6KB
  321. 05 - Integrals/023 05a-Basics-integration-template.ipynb 6KB
  322. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/010 Moire lattice of twisted bilayers of graphene_en.srt 6KB
  323. 05 - Integrals/018 Quiver plot of the magnetic field_en.srt 6KB
  324. 03 - Series expansion, interpolation & data fitting/012 Fitting a polynomial model function_en.srt 6KB
  325. 08 - Eigenvalue problems/008 Analyzing the eigenmodes of the three coupled oscillators_en.srt 6KB
  326. 05 - Integrals/013 [Solution] Rotating a spherical shell_en.srt 6KB
  327. 08 - Eigenvalue problems/010 [Exercise] Fit three harmonic oscillations to our numerical solution_en.srt 5KB
  328. 05 - Integrals/002 05c-Magnetic-field-wire-template.ipynb 5KB
  329. 05 - Integrals/023 05c-Magnetic-field-wire-template.ipynb 5KB
  330. 07 - Differential equations II Multiple dimensions/002 07c-Multidimensional-heat-equation-template.ipynb 5KB
  331. 07 - Differential equations II Multiple dimensions/023 07c-Multidimensional-heat-equation-template.ipynb 5KB
  332. 06 - Differential equations I Basics and 1-dimensional problems/003 Background Euler method_en.srt 5KB
  333. 04 - Derivatives/008 [Exercise] Calculate velocity and acceleration_en.srt 5KB
  334. 04 - Derivatives/003 Background Derivatives_en.srt 4KB
  335. 06 - Differential equations I Basics and 1-dimensional problems/010 Accurate solution of the pendulum_en.srt 4KB
  336. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/010 Use Mathematica to solve the problem with only a few lines of code_en.srt 4KB
  337. 07 - Differential equations II Multiple dimensions/008 Solving the Lorenz differential equation for the non-chaotic case_en.srt 4KB
  338. 01 - Python installation via Anaconda & Alternatives/005 Style your notebook_en.srt 4KB
  339. 07 - Differential equations II Multiple dimensions/006 [Project] Chaos & Lorenz systems - Explanation of the differential equation_en.srt 4KB
  340. 05 - Integrals/009 [Solution] Rotating a stick around the center_en.srt 4KB
  341. 05 - Integrals/021 Numpy Fast fourier transform (FFT)_en.srt 4KB
  342. 02 - [Optional] Python Crash Course/005 Strings_en.srt 3KB
  343. 08 - Eigenvalue problems/006 [Exercise] Write your own routine to calculate the eigenvalues_en.srt 3KB
  344. 04 - Derivatives/001 Introduction_en.srt 3KB
  345. 09 - Monte Carlo algorithms/001 Introduction_en.srt 3KB
  346. 05 - Integrals/012 [Exercise] Rotating a spherical shell_en.srt 3KB
  347. 01 - Python installation via Anaconda & Alternatives/012 (optional) Environments & Updates_en.srt 3KB
  348. 07 - Differential equations II Multiple dimensions/001 Introduction_en.srt 3KB
  349. 05 - Integrals/001 Introduction_en.srt 3KB
  350. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/001 Introduction_en.srt 3KB
  351. 06 - Differential equations I Basics and 1-dimensional problems/001 Introduction_en.srt 3KB
  352. 07 - Differential equations II Multiple dimensions/016 Comment on inclination of the moon_en.srt 3KB
  353. 08 - Eigenvalue problems/001 Introduction_en.srt 2KB
  354. 03 - Series expansion, interpolation & data fitting/001 Introduction_en.srt 2KB
  355. 05 - Integrals/008 [Exercise] Rotating a stick around the center_en.srt 2KB
  356. 02 - [Optional] Python Crash Course/001 Introduction to section Optional Python crash course_en.srt 2KB
  357. 07 - Differential equations II Multiple dimensions/002 07b-Multidimensional-lorenz-template.ipynb 2KB
  358. 07 - Differential equations II Multiple dimensions/023 07b-Multidimensional-lorenz-template.ipynb 2KB
  359. 04 - Derivatives/013 Section recap_en.srt 2KB
  360. 01 - Python installation via Anaconda & Alternatives/006 HOW TO use this course_en.srt 2KB
  361. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/002 Physical background.html 2KB
  362. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/001 Introduction_en.srt 2KB
  363. 01 - Python installation via Anaconda & Alternatives/008 (FAQ) Typical problems & errors.html 2KB
  364. 09 - Monte Carlo algorithms/013 Section recap_en.srt 2KB
  365. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/011 Section recap_en.srt 1KB
  366. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/011 Section recap_en.srt 1KB
  367. 05 - Integrals/022 Section recap_en.srt 1KB
  368. 07 - Differential equations II Multiple dimensions/022 Section recap_en.srt 1KB
  369. 06 - Differential equations I Basics and 1-dimensional problems/018 Section recap_en.srt 1012B
  370. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/013 THANK YOU & GOODBYE!_en.srt 1012B
  371. 03 - Series expansion, interpolation & data fitting/017 Section recap_en.srt 1010B
  372. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/003 [Project] Particle in a box.html 906B
  373. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/006 [Project] Quantum harmonic oscillator.html 814B
  374. 01 - Python installation via Anaconda & Alternatives/007 LET'S GET STARTED with scientific programming!.html 743B
  375. 02 - [Optional] Python Crash Course/018 Crash course recap_en.srt 701B
  376. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/009 How can we solve this problem more easily.html 567B
  377. 01 - Python installation via Anaconda & Alternatives/001 Hello & Welcome!.html 550B
  378. 02 - [Optional] Python Crash Course/002 Template file.html 521B
  379. 04 - Derivatives/009 Exercise files Calculate velocity and acceleration.html 496B
  380. 02 - [Optional] Python Crash Course/019 Resources & Links.html 477B
  381. 03 - Series expansion, interpolation & data fitting/018 Resources & Links.html 473B
  382. 04 - Derivatives/014 Resources & Links.html 473B
  383. 05 - Integrals/023 Resources & Links.html 473B
  384. 06 - Differential equations I Basics and 1-dimensional problems/019 Resources & Links.html 473B
  385. 07 - Differential equations II Multiple dimensions/023 Resources & Links.html 473B
  386. 08 - Eigenvalue problems/014 Resources & Links.html 473B
  387. 09 - Monte Carlo algorithms/014 Resources & Links.html 473B
  388. 10 - [Add On] Quantum mechanics Solving the Schrödinger equation/012 Resources & Links.html 473B
  389. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/012 Resources & Links.html 381B
  390. 03 - Series expansion, interpolation & data fitting/016 [Exercise] (optional) Try a different model function of your choice.html 380B
  391. 03 - Series expansion, interpolation & data fitting/011 [Exercise] (optional) Generalize the procedure for more data points.html 243B
  392. 05 - Integrals/002 Template files.html 145B
  393. 07 - Differential equations II Multiple dimensions/002 Template files.html 145B
  394. 09 - Monte Carlo algorithms/002 Template files.html 145B
  395. 02 - [Optional] Python Crash Course/006 [Solution] Coding Exercise Basic programming sqrt.html 141B
  396. 02 - [Optional] Python Crash Course/014 [Solution] Coding Exercise Implement a function with loops.html 141B
  397. 03 - Series expansion, interpolation & data fitting/002 Template file.html 139B
  398. 04 - Derivatives/002 Template file.html 139B
  399. 06 - Differential equations I Basics and 1-dimensional problems/002 Template file.html 139B
  400. 08 - Eigenvalue problems/002 Template file.html 139B
  401. 11 - [Add on] Nobel prize lecture Electronic properties of graphene/002 Template file.html 139B