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Statistical Mechanics: Algorithms and Computations
Coursera
Course
Unknown

Statistical Mechanics: Algorithms and Computations

École normale supérieure

Learn fundamental classical and quantum physics concepts through downloading, generalizing, or programming computer algorithms, and discussing their scientific insights.

Unknown10 weeksEnglish39,523 enrolled

About this Course

In this course you will learn a whole lot of modern physics (classical and quantum) from basic computer programs that you will download, generalize, or write from scratch, discuss, and then hand in. Join in if you are curious (but not necessarily knowledgeable) about algorithms, and about the deep insights into science that you can obtain by the algorithmic approach.

What You'll Learn

  • Understand core concepts of classical and quantum physics
  • Develop computer programs from scratch or by generalization
  • Analyze and discuss physics-related algorithms
  • Submit applied projects using computing programs

Prerequisites

  • Basic computer and internet skills
  • Ability to read course instructions in English and complete short exercises

Instructors

W

Werner Krauth

Directeur de recherches au CNRS

Topics

Physics and Astronomy
Physical Science and Engineering
Numerical Analysis
Sampling (Statistics)
Computational Logic
Quantitative Research
Physics
Markov Model
Simulations
Linear Algebra

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

الفيزياء والفلك
العلوم الهندسية الفيزيائية
التحليل العددي
الإحصاء
المنطق الحاسوبي
البحث الكمي
الفيزياء
نماذج ماركوف
Simulations
Linear Algebra

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