Udemy - Computational Physics Scientific Programming with Python

Creation Time	May 31, 2024, 1:07 a.m.
Last Access Time	Oct. 22, 2024, 10:22 a.m.
File Size	6.9 GB
Keywords	Computational Scientific with - Programming Udemy Python Physics
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Total Files	401
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11 - [Add on] Nobel prize lecture Electronic properties of graphene/005 Band structure of graphene.mp4 136.5 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/009 Applying magnetic field Landau quantization & Quantum Hall effect.mp4 127.6 MB
04 - Derivatives/010 [Solution] Calculate velocity and acceleration.mp4 123.9 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/003 From free electrons to band structures.mp4 122.6 MB
09 - Monte Carlo algorithms/008 Simulating a Metropolis step.mp4 116.4 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/008 Band structure of a graphene nanoribbon.mp4 113.0 MB
07 - Differential equations II Multiple dimensions/011 Solving the heat equation in two dimensions.mp4 112.6 MB
04 - Derivatives/006 Better accuracy Richardson method.mp4 108.9 MB
09 - Monte Carlo algorithms/006 [Project] Simulating a magnet - Setting up & plotting the initial state.mp4 98.3 MB
09 - Monte Carlo algorithms/012 Dzyaloshinskii–Moriya interaction giving rise to non-collinear spin textures.mp4 96.0 MB
08 - Eigenvalue problems/011 [Solution] Fit three harmonic oscillations to our numerical solution.mp4 94.0 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/008 Determining & Discussing the eigensystem of the quantum harmonic oscillator.mp4 93.6 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/005 Determining & Discussing the eigensystem of the particle in a box.mp4 90.8 MB
07 - Differential equations II Multiple dimensions/021 Brake maneuver to reach moon orbit.mp4 87.8 MB
05 - Integrals/016 Calculating the vector potential of a charged wire.mp4 86.7 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/007 Plotting a graphene nanoribbon.mp4 85.4 MB
07 - Differential equations II Multiple dimensions/015 Analyzing the orbital motion of earth & moon.mp4 82.4 MB
03 - Series expansion, interpolation & data fitting/010 Perfect interpolation using polynomials - Solving a system of linear equations.mp4 81.1 MB
08 - Eigenvalue problems/007 [Solution] Write your own routine to calculate the eigenvalues.mp4 80.4 MB
09 - Monte Carlo algorithms/007 Defining the energy.mp4 79.2 MB
06 - Differential equations I Basics and 1-dimensional problems/014 Compare different methods for solving differential equations.mp4 78.2 MB
07 - Differential equations II Multiple dimensions/010 Solving the heat equation in one dimension.mp4 75.3 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/004 Plotting a graphene lattice.mp4 73.0 MB
08 - Eigenvalue problems/009 Fourier transform Find the characteristic frequencies of the numerical solution.mp4 72.8 MB
05 - Integrals/007 Rotating a stick around one end.mp4 71.8 MB
07 - Differential equations II Multiple dimensions/004 Solving the differential equation of a rolling ball.mp4 69.6 MB
07 - Differential equations II Multiple dimensions/007 Solving the Lorenz differential equation for the chaotic case.mp4 68.9 MB
02 - [Optional] Python Crash Course/015 Plots with matplotlib.mp4 68.0 MB
03 - Series expansion, interpolation & data fitting/015 Update the coefficients using gradient descent.mp4 67.7 MB
05 - Integrals/011 Rotating a sphere Numerical solution.mp4 67.6 MB
04 - Derivatives/007 Implementing second derivative.mp4 66.0 MB
09 - Monte Carlo algorithms/010 Improve code using finite temperatures.mp4 65.7 MB
06 - Differential equations I Basics and 1-dimensional problems/015 Implementation of Runge Kutta 4th order method.mp4 63.7 MB
05 - Integrals/017 Calculating the magnetic field of a charged wire.mp4 63.7 MB
05 - Integrals/004 Discretizing integrals & Trapezoidal method.mp4 63.0 MB
05 - Integrals/006 [Project] Rotational energy & Moment of inertia - Start with a point mass.mp4 62.9 MB
08 - Eigenvalue problems/012 Generalization to n coupled oscillators.mp4 62.0 MB
09 - Monte Carlo algorithms/009 Running the Monte Carlo algorithm.mp4 61.3 MB
09 - Monte Carlo algorithms/004 Approximating Pi using a Monte Carlo algorithm.mp4 61.2 MB
04 - Derivatives/004 Implementation of derivatives in Python.mp4 59.1 MB
03 - Series expansion, interpolation & data fitting/014 Calculating the gradient of the error.mp4 59.1 MB
07 - Differential equations II Multiple dimensions/013 Coding the differential equations for sun, earth & moon.mp4 58.1 MB
02 - [Optional] Python Crash Course/016 Density plot.mp4 57.1 MB
03 - Series expansion, interpolation & data fitting/006 Taylor expansion of general function.mp4 56.9 MB
07 - Differential equations II Multiple dimensions/019 Simulating earth escape.mp4 54.5 MB
06 - Differential equations I Basics and 1-dimensional problems/012 Improvement Use the SciPy function solve_ivp.mp4 53.3 MB
08 - Eigenvalue problems/004 Numerical solution of the coupled differential equations.mp4 52.7 MB
06 - Differential equations I Basics and 1-dimensional problems/017 Comparison of our three methods to solve differential equations.mp4 52.4 MB
04 - Derivatives/005 Why is the central-differences method better.mp4 51.4 MB
09 - Monte Carlo algorithms/001 Introduction.mp4 50.6 MB
05 - Integrals/020 Fourier transform.mp4 50.4 MB
07 - Differential equations II Multiple dimensions/017 [Project] Rocketship - Coding & Solving the differential equations.mp4 49.9 MB
02 - [Optional] Python Crash Course/017 3D Plots.mp4 49.5 MB
03 - Series expansion, interpolation & data fitting/003 Taylor expansion of exponential function.mp4 49.1 MB
04 - Derivatives/011 Multidimensional derivatives Gradient.mp4 49.1 MB
03 - Series expansion, interpolation & data fitting/005 Numerically calculating (higher) derivatives.mp4 48.9 MB
05 - Integrals/015 Preparing the arrays.mp4 48.8 MB
06 - Differential equations I Basics and 1-dimensional problems/004 Example 1 Radioactive decay.mp4 48.6 MB
04 - Derivatives/001 Introduction.mp4 48.2 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/010 Moire lattice of twisted bilayers of graphene.mp4 47.9 MB
02 - [Optional] Python Crash Course/008 Arrays.mp4 47.4 MB
07 - Differential equations II Multiple dimensions/001 Introduction.mp4 46.4 MB
01 - Python installation via Anaconda & Alternatives/009 (optional) Style sheets for your notebook.mp4 45.2 MB
06 - Differential equations I Basics and 1-dimensional problems/005 Defining a general function for the Euler method.mp4 45.1 MB
07 - Differential equations II Multiple dimensions/018 Changing starting velocity Elliptical orbit around earth.mp4 45.0 MB
07 - Differential equations II Multiple dimensions/005 Different starting conditions & external forces acting on the ball.mp4 44.7 MB
05 - Integrals/005 Improving accuracy Simpson rule and beyond.mp4 44.3 MB
09 - Monte Carlo algorithms/011 Implement interaction with a magnetic field.mp4 43.4 MB
02 - [Optional] Python Crash Course/009 Vectors & Matrices.mp4 43.2 MB
02 - [Optional] Python Crash Course/013 Functions.mp4 42.1 MB
05 - Integrals/001 Introduction.mp4 41.9 MB
02 - [Optional] Python Crash Course/012 Working with data files.mp4 41.4 MB
06 - Differential equations I Basics and 1-dimensional problems/011 Adding damping and driving forces.mp4 41.1 MB
09 - Monte Carlo algorithms/005 Alternative solution and time comparison for approximating Pi.mp4 40.5 MB
01 - Python installation via Anaconda & Alternatives/003 Installing Python via Anaconda for free.mp4 40.4 MB
06 - Differential equations I Basics and 1-dimensional problems/009 Example 4 Pendulum.mp4 39.8 MB
03 - Series expansion, interpolation & data fitting/009 Using splines to fit perturbed data.mp4 39.6 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/001 Introduction.mp4 39.4 MB
06 - Differential equations I Basics and 1-dimensional problems/007 Higher-order differential equations.mp4 38.3 MB
06 - Differential equations I Basics and 1-dimensional problems/013 Higher-order differential equations with solve_ivp.mp4 37.9 MB
04 - Derivatives/012 Multidimensional derivatives Divergence & curl.mp4 37.7 MB
02 - [Optional] Python Crash Course/011 Loops & If statements.mp4 37.4 MB
06 - Differential equations I Basics and 1-dimensional problems/001 Introduction.mp4 37.0 MB
03 - Series expansion, interpolation & data fitting/007 Interpolation.mp4 36.7 MB
03 - Series expansion, interpolation & data fitting/008 Linear and cubic splines.mp4 36.5 MB
06 - Differential equations I Basics and 1-dimensional problems/016 Implementation of RK45.mp4 36.3 MB
05 - Integrals/014 [Project] Magnetic field of a wire - Explaining the problem.mp4 35.9 MB
05 - Integrals/003 Background on integrals.mp4 35.9 MB
08 - Eigenvalue problems/001 Introduction.mp4 35.5 MB
05 - Integrals/010 Rotating a sphere Analytical solution.mp4 34.7 MB
01 - Python installation via Anaconda & Alternatives/002 Structure & Overview of this course.mp4 34.6 MB
07 - Differential equations II Multiple dimensions/003 [Project] Simulating a rolling ball - Two decoupled oscillators.mp4 34.0 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/004 Finding the first solution via the shooting method.mp4 33.7 MB
05 - Integrals/018 Quiver plot of the magnetic field.mp4 33.6 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/007 Adapting our notebook to the new potential.mp4 33.5 MB
06 - Differential equations I Basics and 1-dimensional problems/006 Example 2 Time-amplified radioactive decay.mp4 33.5 MB
07 - Differential equations II Multiple dimensions/014 Solving the differential equations for sun, earth & moon (3-body problem).mp4 33.2 MB
02 - [Optional] Python Crash Course/007 Lists.mp4 33.2 MB
03 - Series expansion, interpolation & data fitting/001 Introduction.mp4 33.2 MB
02 - [Optional] Python Crash Course/001 Introduction to section Optional Python crash course.mp4 32.6 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/006 Dirac points and massless electrons.mp4 32.3 MB
03 - Series expansion, interpolation & data fitting/013 Calculating the fitting error.mp4 32.2 MB
01 - Python installation via Anaconda & Alternatives/010 (optional) Alternative development environments For large projects - PyCharm.mp4 31.5 MB
08 - Eigenvalue problems/003 Three coupled oscillators Equations of motion.mp4 31.2 MB
07 - Differential equations II Multiple dimensions/020 Simulating a moon encounter.mp4 30.5 MB
03 - Series expansion, interpolation & data fitting/004 Taylor expansion of sin function.mp4 30.4 MB
06 - Differential equations I Basics and 1-dimensional problems/008 Example 3 Free fall.mp4 30.4 MB
07 - Differential equations II Multiple dimensions/009 [Project] Heat equation - Explanation of the differential equation.mp4 30.3 MB
08 - Eigenvalue problems/013 Introduce periodic boundary conditions.mp4 29.5 MB
04 - Derivatives/013 Section recap.mp4 29.5 MB
07 - Differential equations II Multiple dimensions/012 [Project] 3-body problem Coupled differential equations for sun, earth & moon.mp4 29.3 MB
05 - Integrals/013 [Solution] Rotating a spherical shell.mp4 29.3 MB
01 - Python installation via Anaconda & Alternatives/006 HOW TO use this course.mp4 28.6 MB
08 - Eigenvalue problems/005 Why is it an eigenvalue problem.mp4 27.8 MB
01 - Python installation via Anaconda & Alternatives/011 (optional) Alternative development environments Allrounder - Visual Studio Code.mp4 27.3 MB
02 - [Optional] Python Crash Course/004 Data types of numbers.mp4 26.9 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/001 Introduction.mp4 26.3 MB
08 - Eigenvalue problems/008 Analyzing the eigenmodes of the three coupled oscillators.mp4 25.3 MB
09 - Monte Carlo algorithms/003 [Project] Calculating Pi - Explaining the idea.mp4 24.9 MB
06 - Differential equations I Basics and 1-dimensional problems/010 Accurate solution of the pendulum.mp4 24.6 MB
07 - Differential equations II Multiple dimensions/008 Solving the Lorenz differential equation for the non-chaotic case.mp4 24.3 MB
02 - [Optional] Python Crash Course/003 Numpy & Basic mathematics.mp4 23.4 MB
03 - Series expansion, interpolation & data fitting/012 Fitting a polynomial model function.mp4 23.2 MB
09 - Monte Carlo algorithms/013 Section recap.mp4 23.0 MB
02 - [Optional] Python Crash Course/010 Dictionaries.mp4 22.8 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/011 Section recap.mp4 22.6 MB
01 - Python installation via Anaconda & Alternatives/004 Jupyter notebook - Our tool of choice.mp4 20.9 MB
05 - Integrals/019 Analyzing a periodic signal via Fourier transforms.mp4 20.9 MB
08 - Eigenvalue problems/010 [Exercise] Fit three harmonic oscillations to our numerical solution.mp4 20.2 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/011 Section recap.mp4 20.2 MB
01 - Python installation via Anaconda & Alternatives/005 Style your notebook.mp4 18.2 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/010 Use Mathematica to solve the problem with only a few lines of code.mp4 18.1 MB
05 - Integrals/009 [Solution] Rotating a stick around the center.mp4 18.0 MB
05 - Integrals/022 Section recap.mp4 17.7 MB
06 - Differential equations I Basics and 1-dimensional problems/003 Background Euler method.mp4 17.4 MB
04 - Derivatives/008 [Exercise] Calculate velocity and acceleration.mp4 17.0 MB
04 - Derivatives/003 Background Derivatives.mp4 16.7 MB
01 - Python installation via Anaconda & Alternatives/012 (optional) Environments & Updates.mp4 16.4 MB
07 - Differential equations II Multiple dimensions/022 Section recap.mp4 16.3 MB
03 - Series expansion, interpolation & data fitting/017 Section recap.mp4 15.3 MB
06 - Differential equations I Basics and 1-dimensional problems/018 Section recap.mp4 15.1 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/013 THANK YOU & GOODBYE!.mp4 13.9 MB
05 - Integrals/012 [Exercise] Rotating a spherical shell.mp4 13.6 MB
05 - Integrals/021 Numpy Fast fourier transform (FFT).mp4 13.2 MB
02 - [Optional] Python Crash Course/005 Strings.mp4 11.8 MB
07 - Differential equations II Multiple dimensions/006 [Project] Chaos & Lorenz systems - Explanation of the differential equation.mp4 11.5 MB
08 - Eigenvalue problems/006 [Exercise] Write your own routine to calculate the eigenvalues.mp4 11.3 MB
05 - Integrals/008 [Exercise] Rotating a stick around the center.mp4 9.7 MB
02 - [Optional] Python Crash Course/018 Crash course recap.mp4 9.1 MB
07 - Differential equations II Multiple dimensions/016 Comment on inclination of the moon.mp4 8.9 MB
09 - Monte Carlo algorithms/014 09b-MC-magnet.ipynb 839.1 KB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/012 11-Graphene.ipynb 662.8 KB
08 - Eigenvalue problems/014 08-Eigenvalue-coupled-oscillators.ipynb 622.2 KB
07 - Differential equations II Multiple dimensions/023 07d-Mutidimensional-3-body.ipynb 566.6 KB
06 - Differential equations I Basics and 1-dimensional problems/019 06-Differential-equations.ipynb 504.4 KB
04 - Derivatives/014 04a-Derivatives.ipynb 474.4 KB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/012 10b-Quantum-harmonic-oscillator.ipynb 310.1 KB
02 - [Optional] Python Crash Course/019 02-Crash-course.ipynb 249.7 KB
03 - Series expansion, interpolation & data fitting/018 03-Interpolation.ipynb 245.2 KB
01 - Python installation via Anaconda & Alternatives/002 Overview.png 234.2 KB
05 - Integrals/023 05b-Rotation-geometric-objects.ipynb 233.4 KB
05 - Integrals/023 05c-Magnetic-field-wire.ipynb 222.8 KB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/002 11-Graphene-template.ipynb 219.8 KB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/012 11-Graphene-template.ipynb 219.8 KB
07 - Differential equations II Multiple dimensions/023 07a-Multidimensional-rolling-ball.ipynb 212.6 KB
07 - Differential equations II Multiple dimensions/023 07b-Multidimensional-lorenz.ipynb 187.2 KB
05 - Integrals/002 figure-05-derivation-wire.png 184.5 KB
05 - Integrals/023 figure-05-derivation-wire.png 184.5 KB
09 - Monte Carlo algorithms/014 09a-MC-pi.ipynb 170.1 KB
04 - Derivatives/014 04b-Exercise-velocity-acceleration-solution.ipynb 170.0 KB
07 - Differential equations II Multiple dimensions/023 07c-Multidimensional-heat-equation.ipynb 155.4 KB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/012 10a-Particle-in-a-box.ipynb 140.1 KB
04 - Derivatives/002 figure-04-derivatives.png 76.5 KB
04 - Derivatives/014 figure-04-derivatives.png 76.5 KB
08 - Eigenvalue problems/002 figure-08-coupled-oscillators-circle.png 75.9 KB
08 - Eigenvalue problems/014 figure-08-coupled-oscillators-circle.png 75.9 KB
05 - Integrals/002 figure-05-integral.png 67.3 KB
05 - Integrals/023 figure-05-integral.png 67.3 KB
05 - Integrals/023 05d-Fourier-transform.ipynb 67.1 KB
07 - Differential equations II Multiple dimensions/002 07a-Multidimensional-rolling-ball-template.ipynb 66.6 KB
07 - Differential equations II Multiple dimensions/023 07a-Multidimensional-rolling-ball-template.ipynb 66.6 KB
04 - Derivatives/009 04b-Exercise-velocity-acceleration-data-file.dat 28.3 KB
04 - Derivatives/010 04b-Exercise-velocity-acceleration-data-file.dat 28.3 KB
04 - Derivatives/014 04b-Exercise-velocity-acceleration-data-file.dat 28.3 KB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/005 Band structure of graphene_en.srt 28.1 KB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/003 From free electrons to band structures_en.srt 27.9 KB
05 - Integrals/023 05a-Basics-integration.ipynb 26.7 KB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/005 Determining & Discussing the eigensystem of the particle in a box_en.srt 26.4 KB
04 - Derivatives/010 [Solution] Calculate velocity and acceleration_en.srt 25.9 KB
09 - Monte Carlo algorithms/006 [Project] Simulating a magnet - Setting up & plotting the initial state_en.srt 24.3 KB
04 - Derivatives/006 Better accuracy Richardson method_en.srt 23.5 KB
05 - Integrals/002 figure-05-hand.svg 22.3 KB
05 - Integrals/023 figure-05-hand.svg 22.3 KB
07 - Differential equations II Multiple dimensions/011 Solving the heat equation in two dimensions_en.srt 22.0 KB
02 - [Optional] Python Crash Course/002 02-Crash-course-template.ipynb 21.9 KB
02 - [Optional] Python Crash Course/019 02-Crash-course-template.ipynb 21.9 KB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/008 Determining & Discussing the eigensystem of the quantum harmonic oscillator_en.srt 21.8 KB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/009 Applying magnetic field Landau quantization & Quantum Hall effect_en.srt 21.7 KB
05 - Integrals/002 05d-Fourier-transform-template.ipynb 21.7 KB
05 - Integrals/023 05d-Fourier-transform-template.ipynb 21.7 KB
09 - Monte Carlo algorithms/008 Simulating a Metropolis step_en.srt 20.9 KB
08 - Eigenvalue problems/007 [Solution] Write your own routine to calculate the eigenvalues_en.srt 20.2 KB
07 - Differential equations II Multiple dimensions/021 Brake maneuver to reach moon orbit_en.srt 20.0 KB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/008 Band structure of a graphene nanoribbon_en.srt 19.8 KB
08 - Eigenvalue problems/002 figure-08-coupled-oscillators.png 18.9 KB
08 - Eigenvalue problems/014 figure-08-coupled-oscillators.png 18.9 KB
08 - Eigenvalue problems/011 [Solution] Fit three harmonic oscillations to our numerical solution_en.srt 18.8 KB
05 - Integrals/016 Calculating the vector potential of a charged wire_en.srt 17.7 KB
03 - Series expansion, interpolation & data fitting/010 Perfect interpolation using polynomials - Solving a system of linear equations_en.srt 17.7 KB
02 - [Optional] Python Crash Course/015 Plots with matplotlib_en.srt 17.6 KB
05 - Integrals/007 Rotating a stick around one end_en.srt 17.3 KB
07 - Differential equations II Multiple dimensions/010 Solving the heat equation in one dimension_en.srt 16.5 KB
05 - Integrals/006 [Project] Rotational energy & Moment of inertia - Start with a point mass_en.srt 16.2 KB
07 - Differential equations II Multiple dimensions/015 Analyzing the orbital motion of earth & moon_en.srt 16.1 KB
09 - Monte Carlo algorithms/012 Dzyaloshinskii–Moriya interaction giving rise to non-collinear spin textures_en.srt 16.1 KB
05 - Integrals/017 Calculating the magnetic field of a charged wire_en.srt 16.0 KB
08 - Eigenvalue problems/009 Fourier transform Find the characteristic frequencies of the numerical solution_en.srt 16.0 KB
08 - Eigenvalue problems/002 08-Eigenvalue-coupled-oscillators-template.ipynb 15.8 KB
08 - Eigenvalue problems/014 08-Eigenvalue-coupled-oscillators-template.ipynb 15.8 KB
09 - Monte Carlo algorithms/007 Defining the energy_en.srt 15.7 KB
07 - Differential equations II Multiple dimensions/004 Solving the differential equation of a rolling ball_en.srt 15.6 KB
09 - Monte Carlo algorithms/002 09a-MC-pi-template.ipynb 15.4 KB
09 - Monte Carlo algorithms/014 09a-MC-pi-template.ipynb 15.4 KB
03 - Series expansion, interpolation & data fitting/015 Update the coefficients using gradient descent_en.srt 15.4 KB
07 - Differential equations II Multiple dimensions/013 Coding the differential equations for sun, earth & moon_en.srt 14.8 KB
09 - Monte Carlo algorithms/004 Approximating Pi using a Monte Carlo algorithm_en.srt 14.7 KB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/004 Plotting a graphene lattice_en.srt 14.7 KB
05 - Integrals/011 Rotating a sphere Numerical solution_en.srt 14.6 KB
07 - Differential equations II Multiple dimensions/007 Solving the Lorenz differential equation for the chaotic case_en.srt 14.5 KB
04 - Derivatives/009 04b-Exercise-velocity-acceleration.ipynb 14.2 KB
04 - Derivatives/014 04b-Exercise-velocity-acceleration.ipynb 14.2 KB
04 - Derivatives/010 04b-Exercise-velocity-acceleration-solution.ipynb 14.2 KB
06 - Differential equations I Basics and 1-dimensional problems/014 Compare different methods for solving differential equations_en.srt 14.0 KB
04 - Derivatives/002 04a-Derivatives-template.ipynb 13.9 KB
04 - Derivatives/014 04a-Derivatives-template.ipynb 13.9 KB
04 - Derivatives/004 Implementation of derivatives in Python_en.srt 13.5 KB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/007 Plotting a graphene nanoribbon_en.srt 13.4 KB
02 - [Optional] Python Crash Course/016 Density plot_en.srt 13.4 KB
05 - Integrals/004 Discretizing integrals & Trapezoidal method_en.srt 13.3 KB
02 - [Optional] Python Crash Course/013 Functions_en.srt 13.3 KB
05 - Integrals/020 Fourier transform_en.srt 13.1 KB
03 - Series expansion, interpolation & data fitting/003 Taylor expansion of exponential function_en.srt 13.0 KB
02 - [Optional] Python Crash Course/011 Loops & If statements_en.srt 13.0 KB
03 - Series expansion, interpolation & data fitting/005 Numerically calculating (higher) derivatives_en.srt 13.0 KB
02 - [Optional] Python Crash Course/012 Working with data files_en.srt 13.0 KB
02 - [Optional] Python Crash Course/008 Arrays_en.srt 12.9 KB
06 - Differential equations I Basics and 1-dimensional problems/015 Implementation of Runge Kutta 4th order method_en.srt 12.9 KB
08 - Eigenvalue problems/004 Numerical solution of the coupled differential equations_en.srt 12.9 KB
04 - Derivatives/007 Implementing second derivative_en.srt 12.9 KB
08 - Eigenvalue problems/012 Generalization to n coupled oscillators_en.srt 12.8 KB
02 - [Optional] Python Crash Course/009 Vectors & Matrices_en.srt 12.8 KB
06 - Differential equations I Basics and 1-dimensional problems/004 Example 1 Radioactive decay_en.srt 12.4 KB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/004 Finding the first solution via the shooting method_en.srt 12.4 KB
03 - Series expansion, interpolation & data fitting/014 Calculating the gradient of the error_en.srt 12.4 KB
04 - Derivatives/011 Multidimensional derivatives Gradient_en.srt 12.3 KB
09 - Monte Carlo algorithms/009 Running the Monte Carlo algorithm_en.srt 12.2 KB
09 - Monte Carlo algorithms/010 Improve code using finite temperatures_en.srt 11.8 KB
06 - Differential equations I Basics and 1-dimensional problems/002 06-Differential-equations-template.ipynb 11.7 KB
06 - Differential equations I Basics and 1-dimensional problems/019 06-Differential-equations-template.ipynb 11.7 KB
04 - Derivatives/005 Why is the central-differences method better_en.srt 11.6 KB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/007 Adapting our notebook to the new potential_en.srt 11.4 KB
06 - Differential equations I Basics and 1-dimensional problems/012 Improvement Use the SciPy function solve_ivp_en.srt 11.4 KB
02 - [Optional] Python Crash Course/017 3D Plots_en.srt 11.1 KB
05 - Integrals/015 Preparing the arrays_en.srt 11.1 KB
02 - [Optional] Python Crash Course/007 Lists_en.srt 10.8 KB
03 - Series expansion, interpolation & data fitting/006 Taylor expansion of general function_en.srt 10.8 KB
07 - Differential equations II Multiple dimensions/017 [Project] Rocketship - Coding & Solving the differential equations_en.srt 10.6 KB
07 - Differential equations II Multiple dimensions/019 Simulating earth escape_en.srt 10.4 KB
05 - Integrals/010 Rotating a sphere Analytical solution_en.srt 10.1 KB
06 - Differential equations I Basics and 1-dimensional problems/005 Defining a general function for the Euler method_en.srt 10.1 KB
03 - Series expansion, interpolation & data fitting/007 Interpolation_en.srt 9.9 KB
06 - Differential equations I Basics and 1-dimensional problems/007 Higher-order differential equations_en.srt 9.8 KB
07 - Differential equations II Multiple dimensions/005 Different starting conditions & external forces acting on the ball_en.srt 9.6 KB
09 - Monte Carlo algorithms/005 Alternative solution and time comparison for approximating Pi_en.srt 9.6 KB
03 - Series expansion, interpolation & data fitting/008 Linear and cubic splines_en.srt 9.4 KB
06 - Differential equations I Basics and 1-dimensional problems/017 Comparison of our three methods to solve differential equations_en.srt 9.4 KB
03 - Series expansion, interpolation & data fitting/009 Using splines to fit perturbed data_en.srt 9.4 KB
03 - Series expansion, interpolation & data fitting/002 03-Interpolation-template.ipynb 9.3 KB
03 - Series expansion, interpolation & data fitting/018 03-Interpolation-template.ipynb 9.3 KB
05 - Integrals/014 [Project] Magnetic field of a wire - Explaining the problem_en.srt 9.2 KB
06 - Differential equations I Basics and 1-dimensional problems/009 Example 4 Pendulum_en.srt 9.1 KB
05 - Integrals/002 05b-Rotation-geometric-objects-template.ipynb 9.1 KB
05 - Integrals/023 05b-Rotation-geometric-objects-template.ipynb 9.1 KB
05 - Integrals/003 Background on integrals_en.srt 9.0 KB
05 - Integrals/005 Improving accuracy Simpson rule and beyond_en.srt 8.9 KB
08 - Eigenvalue problems/003 Three coupled oscillators Equations of motion_en.srt 8.9 KB
07 - Differential equations II Multiple dimensions/003 [Project] Simulating a rolling ball - Two decoupled oscillators_en.srt 8.8 KB
01 - Python installation via Anaconda & Alternatives/010 (optional) Alternative development environments For large projects - PyCharm_en.srt 8.7 KB
01 - Python installation via Anaconda & Alternatives/003 Installing Python via Anaconda for free_en.srt 8.7 KB
03 - Series expansion, interpolation & data fitting/013 Calculating the fitting error_en.srt 8.7 KB
07 - Differential equations II Multiple dimensions/012 [Project] 3-body problem Coupled differential equations for sun, earth & moon_en.srt 8.6 KB
08 - Eigenvalue problems/005 Why is it an eigenvalue problem_en.srt 8.5 KB
07 - Differential equations II Multiple dimensions/009 [Project] Heat equation - Explanation of the differential equation_en.srt 8.5 KB
07 - Differential equations II Multiple dimensions/002 07d-Mutidimensional-3-body-template.ipynb 8.5 KB
07 - Differential equations II Multiple dimensions/023 07d-Mutidimensional-3-body-template.ipynb 8.5 KB
06 - Differential equations I Basics and 1-dimensional problems/011 Adding damping and driving forces_en.srt 8.4 KB
06 - Differential equations I Basics and 1-dimensional problems/006 Example 2 Time-amplified radioactive decay_en.srt 8.3 KB
07 - Differential equations II Multiple dimensions/018 Changing starting velocity Elliptical orbit around earth_en.srt 8.1 KB
06 - Differential equations I Basics and 1-dimensional problems/013 Higher-order differential equations with solve_ivp_en.srt 8.0 KB
02 - [Optional] Python Crash Course/004 Data types of numbers_en.srt 8.0 KB
03 - Series expansion, interpolation & data fitting/004 Taylor expansion of sin function_en.srt 7.8 KB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/006 Dirac points and massless electrons_en.srt 7.7 KB
04 - Derivatives/012 Multidimensional derivatives Divergence & curl_en.srt 7.7 KB
07 - Differential equations II Multiple dimensions/014 Solving the differential equations for sun, earth & moon (3-body problem)_en.srt 7.6 KB
09 - Monte Carlo algorithms/003 [Project] Calculating Pi - Explaining the idea_en.srt 7.6 KB
09 - Monte Carlo algorithms/011 Implement interaction with a magnetic field_en.srt 7.6 KB
01 - Python installation via Anaconda & Alternatives/011 (optional) Alternative development environments Allrounder - Visual Studio Code_en.srt 7.4 KB
09 - Monte Carlo algorithms/002 09b-MC-magnet-template.ipynb 7.4 KB
09 - Monte Carlo algorithms/014 09b-MC-magnet-template.ipynb 7.4 KB
01 - Python installation via Anaconda & Alternatives/009 (optional) Style sheets for your notebook_en.srt 7.3 KB
06 - Differential equations I Basics and 1-dimensional problems/016 Implementation of RK45_en.srt 7.2 KB
01 - Python installation via Anaconda & Alternatives/002 Structure & Overview of this course_en.srt 7.1 KB
01 - Python installation via Anaconda & Alternatives/004 Jupyter notebook - Our tool of choice_en.srt 7.0 KB
06 - Differential equations I Basics and 1-dimensional problems/008 Example 3 Free fall_en.srt 7.0 KB
02 - [Optional] Python Crash Course/003 Numpy & Basic mathematics_en.srt 6.9 KB
02 - [Optional] Python Crash Course/010 Dictionaries_en.srt 6.6 KB
05 - Integrals/019 Analyzing a periodic signal via Fourier transforms_en.srt 6.5 KB
07 - Differential equations II Multiple dimensions/020 Simulating a moon encounter_en.srt 6.4 KB
08 - Eigenvalue problems/013 Introduce periodic boundary conditions_en.srt 6.3 KB
05 - Integrals/002 05a-Basics-integration-template.ipynb 6.3 KB
05 - Integrals/023 05a-Basics-integration-template.ipynb 6.3 KB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/010 Moire lattice of twisted bilayers of graphene_en.srt 6.2 KB
05 - Integrals/018 Quiver plot of the magnetic field_en.srt 6.2 KB
03 - Series expansion, interpolation & data fitting/012 Fitting a polynomial model function_en.srt 6.1 KB
08 - Eigenvalue problems/008 Analyzing the eigenmodes of the three coupled oscillators_en.srt 5.9 KB
05 - Integrals/013 [Solution] Rotating a spherical shell_en.srt 5.7 KB
08 - Eigenvalue problems/010 [Exercise] Fit three harmonic oscillations to our numerical solution_en.srt 5.1 KB
05 - Integrals/002 05c-Magnetic-field-wire-template.ipynb 5.0 KB
05 - Integrals/023 05c-Magnetic-field-wire-template.ipynb 5.0 KB
07 - Differential equations II Multiple dimensions/002 07c-Multidimensional-heat-equation-template.ipynb 4.9 KB
07 - Differential equations II Multiple dimensions/023 07c-Multidimensional-heat-equation-template.ipynb 4.9 KB
06 - Differential equations I Basics and 1-dimensional problems/003 Background Euler method_en.srt 4.7 KB
04 - Derivatives/008 [Exercise] Calculate velocity and acceleration_en.srt 4.6 KB
04 - Derivatives/003 Background Derivatives_en.srt 4.4 KB
06 - Differential equations I Basics and 1-dimensional problems/010 Accurate solution of the pendulum_en.srt 4.3 KB
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 4.3 KB
07 - Differential equations II Multiple dimensions/008 Solving the Lorenz differential equation for the non-chaotic case_en.srt 4.3 KB
01 - Python installation via Anaconda & Alternatives/005 Style your notebook_en.srt 4.2 KB
07 - Differential equations II Multiple dimensions/006 [Project] Chaos & Lorenz systems - Explanation of the differential equation_en.srt 4.0 KB
05 - Integrals/009 [Solution] Rotating a stick around the center_en.srt 3.8 KB
05 - Integrals/021 Numpy Fast fourier transform (FFT)_en.srt 3.6 KB
02 - [Optional] Python Crash Course/005 Strings_en.srt 3.3 KB
08 - Eigenvalue problems/006 [Exercise] Write your own routine to calculate the eigenvalues_en.srt 3.3 KB
04 - Derivatives/001 Introduction_en.srt 3.3 KB
09 - Monte Carlo algorithms/001 Introduction_en.srt 3.3 KB
05 - Integrals/012 [Exercise] Rotating a spherical shell_en.srt 3.1 KB
01 - Python installation via Anaconda & Alternatives/012 (optional) Environments & Updates_en.srt 3.0 KB
07 - Differential equations II Multiple dimensions/001 Introduction_en.srt 3.0 KB
05 - Integrals/001 Introduction_en.srt 2.7 KB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/001 Introduction_en.srt 2.6 KB
06 - Differential equations I Basics and 1-dimensional problems/001 Introduction_en.srt 2.6 KB
07 - Differential equations II Multiple dimensions/016 Comment on inclination of the moon_en.srt 2.5 KB
08 - Eigenvalue problems/001 Introduction_en.srt 2.4 KB
03 - Series expansion, interpolation & data fitting/001 Introduction_en.srt 2.2 KB
05 - Integrals/008 [Exercise] Rotating a stick around the center_en.srt 2.2 KB
02 - [Optional] Python Crash Course/001 Introduction to section Optional Python crash course_en.srt 2.2 KB
07 - Differential equations II Multiple dimensions/002 07b-Multidimensional-lorenz-template.ipynb 2.1 KB
07 - Differential equations II Multiple dimensions/023 07b-Multidimensional-lorenz-template.ipynb 2.1 KB
04 - Derivatives/013 Section recap_en.srt 2.0 KB
01 - Python installation via Anaconda & Alternatives/006 HOW TO use this course_en.srt 1.9 KB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/002 Physical background.html 1.9 KB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/001 Introduction_en.srt 1.7 KB
01 - Python installation via Anaconda & Alternatives/008 (FAQ) Typical problems & errors.html 1.7 KB
09 - Monte Carlo algorithms/013 Section recap_en.srt 1.6 KB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/011 Section recap_en.srt 1.5 KB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/011 Section recap_en.srt 1.4 KB
05 - Integrals/022 Section recap_en.srt 1.1 KB
07 - Differential equations II Multiple dimensions/022 Section recap_en.srt 1.1 KB
06 - Differential equations I Basics and 1-dimensional problems/018 Section recap_en.srt 1012 bytes
11 - [Add on] Nobel prize lecture Electronic properties of graphene/013 THANK YOU & GOODBYE!_en.srt 1012 bytes
03 - Series expansion, interpolation & data fitting/017 Section recap_en.srt 1010 bytes
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/003 [Project] Particle in a box.html 906 bytes
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/006 [Project] Quantum harmonic oscillator.html 814 bytes
01 - Python installation via Anaconda & Alternatives/007 LET'S GET STARTED with scientific programming!.html 743 bytes
02 - [Optional] Python Crash Course/018 Crash course recap_en.srt 701 bytes
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/009 How can we solve this problem more easily.html 567 bytes
01 - Python installation via Anaconda & Alternatives/001 Hello & Welcome!.html 550 bytes
02 - [Optional] Python Crash Course/002 Template file.html 521 bytes
04 - Derivatives/009 Exercise files Calculate velocity and acceleration.html 496 bytes
02 - [Optional] Python Crash Course/019 Resources & Links.html 477 bytes
03 - Series expansion, interpolation & data fitting/018 Resources & Links.html 473 bytes
04 - Derivatives/014 Resources & Links.html 473 bytes
05 - Integrals/023 Resources & Links.html 473 bytes
06 - Differential equations I Basics and 1-dimensional problems/019 Resources & Links.html 473 bytes
07 - Differential equations II Multiple dimensions/023 Resources & Links.html 473 bytes
08 - Eigenvalue problems/014 Resources & Links.html 473 bytes
09 - Monte Carlo algorithms/014 Resources & Links.html 473 bytes
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/012 Resources & Links.html 473 bytes
11 - [Add on] Nobel prize lecture Electronic properties of graphene/012 Resources & Links.html 381 bytes
03 - Series expansion, interpolation & data fitting/016 [Exercise] (optional) Try a different model function of your choice.html 380 bytes
03 - Series expansion, interpolation & data fitting/011 [Exercise] (optional) Generalize the procedure for more data points.html 243 bytes
05 - Integrals/002 Template files.html 145 bytes
07 - Differential equations II Multiple dimensions/002 Template files.html 145 bytes
09 - Monte Carlo algorithms/002 Template files.html 145 bytes
02 - [Optional] Python Crash Course/006 [Solution] Coding Exercise Basic programming sqrt.html 141 bytes
02 - [Optional] Python Crash Course/014 [Solution] Coding Exercise Implement a function with loops.html 141 bytes
03 - Series expansion, interpolation & data fitting/002 Template file.html 139 bytes
04 - Derivatives/002 Template file.html 139 bytes
06 - Differential equations I Basics and 1-dimensional problems/002 Template file.html 139 bytes
08 - Eigenvalue problems/002 Template file.html 139 bytes
11 - [Add on] Nobel prize lecture Electronic properties of graphene/002 Template file.html 139 bytes

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