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Computational Physics
Performance II - Optimization with Numpy
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Computational Physics
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Intro
Molecular dynamics simulation of Argon
Molecular dynamics simulation of Argon
Project description
Grading criteria
Lecture notes
Lecture notes
Week 1
Week 2
Week 3
Week 4
Week 5
Monte Carlo simulation
Monte Carlo simulation
Project description
Lecture notes
Lecture notes
Basics of the Monte Carlo method
Intro: Monte Carlo simulation of the Ising model
Intro: Variational quantum Monte Carlo
Intro: Monte Carlo simulation of polymers
Computing crash course
Computing crash course
Basic python
The Scipy stack
Version control with git
Project and programming skills
Project and programming skills
Planning a group project
Asking efficient questions
Performance I - Profiling
Performance II - Optimization with Numpy
Performance II - Optimization with Numpy
Table of contents
Lecture video
Exercise material
How to structure code
Table of contents
Lecture video
Exercise material
Performance II - optimizing with Numpy
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Lecture video
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Exercise material
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Notebook used in the video