Free online courseComputational Physics in Python

Conteúdo do Curso

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 1

  1h17m

• Exercise: What happens to the record button when screen sharing starts?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 2

  1h14m

• Exercise: What determines if a point is in the Mandelbrot set?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 3

  1h19m

• Exercise: Which Python library is used for fast numerical operations involving multiple loops?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 4

  1h23m

• Exercise: What does F2Py compiler in Python help with?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 5

  1h21m

• Exercise: What is the main purpose of a Makefile in programming?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 6

  1h34m

• Exercise: How does OpenMP handle parallelism for multi-core processors?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 7

  1h30m

• Exercise: What is the key challenge in calculating Bessel functions numerically?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 8

  1h21m

• Exercise: Which data type in Python allows keys to be more generic, including tuples of integers?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 9

  1h22m

• Exercise: Understanding Python Class Variables

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 10

  1h23m

• Exercise: How to access specific data using NumPy slicing techniques?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 11

  1h24m

• Exercise: What is the purpose of using different methods in solving Ordinary Differential Equations (ODEs) with Skype?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 12

  1h17m

• Exercise: What method is used to solve the multi-dimensional root finding problem in Python's SciPy library?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 13

  1h26m

• Exercise: What is a more stable approach for integrating functions that decrease exponentially fast when solving the Schrödinger equation?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 14

  1h23m

• Exercise: What method is particularly suited for solving the Schrödinger equation?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 15

  1h19m

• Exercise: What is a key difference between solving a hydrogen atom problem and an LDA atomic problem?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 16

  1h25m

• Exercise: What is a common error scaling when using Monte Carlo methods for high-dimensional integrals?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 17

  1h23m

• Exercise: What is considered the best weight function in a Monte Carlo integration using importance sampling?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 18

  1h21m

• Exercise: What is a key feature of the Vegas algorithm as discussed in the class?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 19

  1h25m

• Exercise: What is the primary approach used in the function to reduce noise?

• Video class: Computational Physics in Python, Rutgers University, 2021, lecture 20

  1h21m

• Exercise: Understanding Changes in the Vegas Algorithm Implementation