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Udemy - Computational Physics Scientific Programming with Python
magnet:?xt=urn:btih:1d2da99e64b7492c7459c1d5fb12d14a9463f119&dn=Udemy - Computational Physics Scientific Programming with Python
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Hash值:
1d2da99e64b7492c7459c1d5fb12d14a9463f119
点击数:
156
文件大小:
6.87 GB
文件数量:
153
创建日期:
2022-10-2 17:48
最后访问:
2024-4-20 05:24
访问标签:
Udemy
-
Computational
Physics
Scientific
Programming
with
Python
文件列表详情
01 - Python installation via Anaconda & Alternatives/002 Structure & Overview of this course.mp4 34.57 MB
01 - Python installation via Anaconda & Alternatives/003 Installing Python via Anaconda for free.mp4 40.37 MB
01 - Python installation via Anaconda & Alternatives/004 Jupyter notebook - Our tool of choice.mp4 20.95 MB
01 - Python installation via Anaconda & Alternatives/005 Style your notebook.mp4 18.24 MB
01 - Python installation via Anaconda & Alternatives/006 HOW TO use this course.mp4 28.57 MB
01 - Python installation via Anaconda & Alternatives/009 (optional) Style sheets for your notebook.mp4 45.19 MB
01 - Python installation via Anaconda & Alternatives/010 (optional) Alternative development environments For large projects - PyCharm.mp4 31.51 MB
01 - Python installation via Anaconda & Alternatives/011 (optional) Alternative development environments Allrounder - Visual Studio Code.mp4 27.26 MB
01 - Python installation via Anaconda & Alternatives/012 (optional) Environments & Updates.mp4 16.41 MB
02 - [Optional] Python Crash Course/001 Introduction to section Optional Python crash course.mp4 32.58 MB
02 - [Optional] Python Crash Course/003 Numpy & Basic mathematics.mp4 23.37 MB
02 - [Optional] Python Crash Course/004 Data types of numbers.mp4 26.88 MB
02 - [Optional] Python Crash Course/005 Strings.mp4 11.84 MB
02 - [Optional] Python Crash Course/007 Lists.mp4 33.18 MB
02 - [Optional] Python Crash Course/008 Arrays.mp4 47.43 MB
02 - [Optional] Python Crash Course/009 Vectors & Matrices.mp4 43.22 MB
02 - [Optional] Python Crash Course/010 Dictionaries.mp4 22.84 MB
02 - [Optional] Python Crash Course/011 Loops & If statements.mp4 37.4 MB
02 - [Optional] Python Crash Course/012 Working with data files.mp4 41.43 MB
02 - [Optional] Python Crash Course/013 Functions.mp4 42.14 MB
02 - [Optional] Python Crash Course/015 Plots with matplotlib.mp4 68 MB
02 - [Optional] Python Crash Course/016 Density plot.mp4 57.15 MB
02 - [Optional] Python Crash Course/017 3D Plots.mp4 49.45 MB
02 - [Optional] Python Crash Course/018 Crash course recap.mp4 9.13 MB
03 - Series expansion, interpolation & data fitting/001 Introduction.mp4 33.17 MB
03 - Series expansion, interpolation & data fitting/003 Taylor expansion of exponential function.mp4 49.13 MB
03 - Series expansion, interpolation & data fitting/004 Taylor expansion of sin function.mp4 30.42 MB
03 - Series expansion, interpolation & data fitting/005 Numerically calculating (higher) derivatives.mp4 48.94 MB
03 - Series expansion, interpolation & data fitting/006 Taylor expansion of general function.mp4 56.94 MB
03 - Series expansion, interpolation & data fitting/007 Interpolation.mp4 36.69 MB
03 - Series expansion, interpolation & data fitting/008 Linear and cubic splines.mp4 36.49 MB
03 - Series expansion, interpolation & data fitting/009 Using splines to fit perturbed data.mp4 39.64 MB
03 - Series expansion, interpolation & data fitting/010 Perfect interpolation using polynomials - Solving a system of linear equations.mp4 81.09 MB
03 - Series expansion, interpolation & data fitting/012 Fitting a polynomial model function.mp4 23.2 MB
03 - Series expansion, interpolation & data fitting/013 Calculating the fitting error.mp4 32.2 MB
03 - Series expansion, interpolation & data fitting/014 Calculating the gradient of the error.mp4 59.07 MB
03 - Series expansion, interpolation & data fitting/015 Update the coefficients using gradient descent.mp4 67.74 MB
03 - Series expansion, interpolation & data fitting/017 Section recap.mp4 15.32 MB
04 - Derivatives/001 Introduction.mp4 48.16 MB
04 - Derivatives/003 Background Derivatives.mp4 16.72 MB
04 - Derivatives/004 Implementation of derivatives in Python.mp4 59.14 MB
04 - Derivatives/005 Why is the central-differences method better.mp4 51.37 MB
04 - Derivatives/006 Better accuracy Richardson method.mp4 108.95 MB
04 - Derivatives/007 Implementing second derivative.mp4 65.96 MB
04 - Derivatives/008 [Exercise] Calculate velocity and acceleration.mp4 16.95 MB
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/010 [Solution] Calculate velocity and acceleration.mp4 123.86 MB
04 - Derivatives/011 Multidimensional derivatives Gradient.mp4 49.1 MB
04 - Derivatives/012 Multidimensional derivatives Divergence & curl.mp4 37.67 MB
04 - Derivatives/013 Section recap.mp4 29.49 MB
04 - Derivatives/014 04b-Exercise-velocity-acceleration-data-file.dat 28.3 KB
05 - Integrals/001 Introduction.mp4 41.92 MB
05 - Integrals/003 Background on integrals.mp4 35.86 MB
05 - Integrals/004 Discretizing integrals & Trapezoidal method.mp4 63.05 MB
05 - Integrals/005 Improving accuracy Simpson rule and beyond.mp4 44.34 MB
05 - Integrals/006 [Project] Rotational energy & Moment of inertia - Start with a point mass.mp4 62.88 MB
05 - Integrals/007 Rotating a stick around one end.mp4 71.82 MB
05 - Integrals/008 [Exercise] Rotating a stick around the center.mp4 9.73 MB
05 - Integrals/009 [Solution] Rotating a stick around the center.mp4 18 MB
05 - Integrals/010 Rotating a sphere Analytical solution.mp4 34.73 MB
05 - Integrals/011 Rotating a sphere Numerical solution.mp4 67.57 MB
05 - Integrals/012 [Exercise] Rotating a spherical shell.mp4 13.56 MB
05 - Integrals/013 [Solution] Rotating a spherical shell.mp4 29.32 MB
05 - Integrals/014 [Project] Magnetic field of a wire - Explaining the problem.mp4 35.9 MB
05 - Integrals/015 Preparing the arrays.mp4 48.81 MB
05 - Integrals/016 Calculating the vector potential of a charged wire.mp4 86.66 MB
05 - Integrals/017 Calculating the magnetic field of a charged wire.mp4 63.65 MB
05 - Integrals/018 Quiver plot of the magnetic field.mp4 33.63 MB
05 - Integrals/019 Analyzing a periodic signal via Fourier transforms.mp4 20.9 MB
05 - Integrals/020 Fourier transform.mp4 50.43 MB
05 - Integrals/021 Numpy Fast fourier transform (FFT).mp4 13.16 MB
05 - Integrals/022 Section recap.mp4 17.69 MB
06 - Differential equations I Basics and 1-dimensional problems/001 Introduction.mp4 37.01 MB
06 - Differential equations I Basics and 1-dimensional problems/003 Background Euler method.mp4 17.44 MB
06 - Differential equations I Basics and 1-dimensional problems/004 Example 1 Radioactive decay.mp4 48.65 MB
06 - Differential equations I Basics and 1-dimensional problems/005 Defining a general function for the Euler method.mp4 45.08 MB
06 - Differential equations I Basics and 1-dimensional problems/006 Example 2 Time-amplified radioactive decay.mp4 33.47 MB
06 - Differential equations I Basics and 1-dimensional problems/007 Higher-order differential equations.mp4 38.35 MB
06 - Differential equations I Basics and 1-dimensional problems/008 Example 3 Free fall.mp4 30.36 MB
06 - Differential equations I Basics and 1-dimensional problems/009 Example 4 Pendulum.mp4 39.75 MB
06 - Differential equations I Basics and 1-dimensional problems/010 Accurate solution of the pendulum.mp4 24.62 MB
06 - Differential equations I Basics and 1-dimensional problems/011 Adding damping and driving forces.mp4 41.09 MB
06 - Differential equations I Basics and 1-dimensional problems/012 Improvement Use the SciPy function solve_ivp.mp4 53.31 MB
06 - Differential equations I Basics and 1-dimensional problems/013 Higher-order differential equations with solve_ivp.mp4 37.88 MB
06 - Differential equations I Basics and 1-dimensional problems/014 Compare different methods for solving differential equations.mp4 78.23 MB
06 - Differential equations I Basics and 1-dimensional problems/015 Implementation of Runge Kutta 4th order method.mp4 63.68 MB
06 - Differential equations I Basics and 1-dimensional problems/016 Implementation of RK45.mp4 36.28 MB
06 - Differential equations I Basics and 1-dimensional problems/017 Comparison of our three methods to solve differential equations.mp4 52.35 MB
06 - Differential equations I Basics and 1-dimensional problems/018 Section recap.mp4 15.13 MB
07 - Differential equations II Multiple dimensions/001 Introduction.mp4 46.4 MB
07 - Differential equations II Multiple dimensions/003 [Project] Simulating a rolling ball - Two decoupled oscillators.mp4 33.97 MB
07 - Differential equations II Multiple dimensions/004 Solving the differential equation of a rolling ball.mp4 69.61 MB
07 - Differential equations II Multiple dimensions/005 Different starting conditions & external forces acting on the ball.mp4 44.68 MB
07 - Differential equations II Multiple dimensions/006 [Project] Chaos & Lorenz systems - Explanation of the differential equation.mp4 11.52 MB
07 - Differential equations II Multiple dimensions/007 Solving the Lorenz differential equation for the chaotic case.mp4 68.93 MB
07 - Differential equations II Multiple dimensions/008 Solving the Lorenz differential equation for the non-chaotic case.mp4 24.35 MB
07 - Differential equations II Multiple dimensions/009 [Project] Heat equation - Explanation of the differential equation.mp4 30.32 MB
07 - Differential equations II Multiple dimensions/010 Solving the heat equation in one dimension.mp4 75.29 MB
07 - Differential equations II Multiple dimensions/011 Solving the heat equation in two dimensions.mp4 112.56 MB
07 - Differential equations II Multiple dimensions/012 [Project] 3-body problem Coupled differential equations for sun, earth & moon.mp4 29.33 MB
07 - Differential equations II Multiple dimensions/013 Coding the differential equations for sun, earth & moon.mp4 58.07 MB
07 - Differential equations II Multiple dimensions/014 Solving the differential equations for sun, earth & moon (3-body problem).mp4 33.25 MB
07 - Differential equations II Multiple dimensions/015 Analyzing the orbital motion of earth & moon.mp4 82.43 MB
07 - Differential equations II Multiple dimensions/016 Comment on inclination of the moon.mp4 8.89 MB
07 - Differential equations II Multiple dimensions/017 [Project] Rocketship - Coding & Solving the differential equations.mp4 49.89 MB
07 - Differential equations II Multiple dimensions/018 Changing starting velocity Elliptical orbit around earth.mp4 44.97 MB
07 - Differential equations II Multiple dimensions/019 Simulating earth escape.mp4 54.5 MB
07 - Differential equations II Multiple dimensions/020 Simulating a moon encounter.mp4 30.52 MB
07 - Differential equations II Multiple dimensions/021 Brake maneuver to reach moon orbit.mp4 87.79 MB
07 - Differential equations II Multiple dimensions/022 Section recap.mp4 16.27 MB
08 - Eigenvalue problems/001 Introduction.mp4 35.48 MB
08 - Eigenvalue problems/003 Three coupled oscillators Equations of motion.mp4 31.16 MB
08 - Eigenvalue problems/004 Numerical solution of the coupled differential equations.mp4 52.66 MB
08 - Eigenvalue problems/005 Why is it an eigenvalue problem.mp4 27.83 MB
08 - Eigenvalue problems/006 [Exercise] Write your own routine to calculate the eigenvalues.mp4 11.26 MB
08 - Eigenvalue problems/007 [Solution] Write your own routine to calculate the eigenvalues.mp4 80.37 MB
08 - Eigenvalue problems/008 Analyzing the eigenmodes of the three coupled oscillators.mp4 25.31 MB
08 - Eigenvalue problems/009 Fourier transform Find the characteristic frequencies of the numerical solution.mp4 72.76 MB
08 - Eigenvalue problems/010 [Exercise] Fit three harmonic oscillations to our numerical solution.mp4 20.24 MB
08 - Eigenvalue problems/011 [Solution] Fit three harmonic oscillations to our numerical solution.mp4 94 MB
08 - Eigenvalue problems/012 Generalization to n coupled oscillators.mp4 62.03 MB
08 - Eigenvalue problems/013 Introduce periodic boundary conditions.mp4 29.52 MB
09 - Monte Carlo algorithms/001 Introduction.mp4 50.57 MB
09 - Monte Carlo algorithms/003 [Project] Calculating Pi - Explaining the idea.mp4 24.89 MB
09 - Monte Carlo algorithms/004 Approximating Pi using a Monte Carlo algorithm.mp4 61.24 MB
09 - Monte Carlo algorithms/005 Alternative solution and time comparison for approximating Pi.mp4 40.52 MB
09 - Monte Carlo algorithms/006 [Project] Simulating a magnet - Setting up & plotting the initial state.mp4 98.33 MB
09 - Monte Carlo algorithms/007 Defining the energy.mp4 79.19 MB
09 - Monte Carlo algorithms/008 Simulating a Metropolis step.mp4 116.38 MB
09 - Monte Carlo algorithms/009 Running the Monte Carlo algorithm.mp4 61.33 MB
09 - Monte Carlo algorithms/010 Improve code using finite temperatures.mp4 65.68 MB
09 - Monte Carlo algorithms/011 Implement interaction with a magnetic field.mp4 43.45 MB
09 - Monte Carlo algorithms/012 Dzyaloshinskii–Moriya interaction giving rise to non-collinear spin textures.mp4 96 MB
09 - Monte Carlo algorithms/013 Section recap.mp4 22.96 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/001 Introduction.mp4 26.31 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/004 Finding the first solution via the shooting method.mp4 33.66 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/005 Determining & Discussing the eigensystem of the particle in a box.mp4 90.85 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/007 Adapting our notebook to the new potential.mp4 33.51 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/008 Determining & Discussing the eigensystem of the quantum harmonic oscillator.mp4 93.61 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
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/011 Section recap.mp4 20.23 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/001 Introduction.mp4 39.37 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/003 From free electrons to band structures.mp4 122.58 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/004 Plotting a graphene lattice.mp4 73.01 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/005 Band structure of graphene.mp4 136.54 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/006 Dirac points and massless electrons.mp4 32.27 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/007 Plotting a graphene nanoribbon.mp4 85.4 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/008 Band structure of a graphene nanoribbon.mp4 113.02 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/009 Applying magnetic field Landau quantization & Quantum Hall effect.mp4 127.59 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/010 Moire lattice of twisted bilayers of graphene.mp4 47.94 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/011 Section recap.mp4 22.64 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/013 THANK YOU & GOODBYE!.mp4 13.89 MB
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