Back to Statistical Mechanics: Algorithms and Computations
École normale supérieure

Statistical Mechanics: Algorithms and Computations

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.

Status: Markov Model
Status: Model Optimization
Course16 hours

Featured reviews

NA

Reviewed Jan 10, 2017

I learned a lot from all kinds of algorithms that I heard of, but never had the chance to get the clarifications.

AM

Reviewed Jan 31, 2019

i love this course, but most codes were not properly explained and rather difficult to tweak.

AS

Reviewed Jun 3, 2020

Really challenging course but super informative. Highly recommend for those who want to be a master in Monte Carlo method

BZ

Reviewed May 29, 2016

The course is self-contained. Very good for people even if they are not physicist. They can still learn a lot about computational methods that are useful in many ways.

NB

Reviewed Mar 23, 2016

Not one of the easiest courses, but extremely interesting!

KL

Reviewed Sep 23, 2017

Excellent and enthusiastic lectures and tutorials covering a number of topics. Much of the learning took place in the assignments where the concepts were applied and various points were illustrated.

MH

Reviewed Mar 8, 2018

I really enjoyed the course. The only problem was that I was using python 3+ and the programs were written with python 2+. There are some minor differences but I figured the them easily.

VS

Reviewed Jun 18, 2016

Brilliant course, lots of advanced material, pretty much exceptional way of teaching. The difficulty is just right. Appreciate the effort of the team.

DG

Reviewed May 2, 2021

A very interesting course with a lot of hands-on examples!

LY

Reviewed Mar 30, 2016

Deepen my trust in Monte-Carlo and Markov Chain Monte-Carlo simulation --- exact mimic their analytical counterpart. Also get the chance to touch the spirit of Quantum Mechanics.

PK

Reviewed Aug 7, 2016

Really good course. Thanks for all that work you put in the lectures.

AR

Reviewed Aug 25, 2021

This course had very engaging assignments and very insightful algorithms to learn! Enjoyed the rigour and the learning of the course!

All reviews

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Mehdi
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Reviewed Mar 8, 2018
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Reviewed Mar 27, 2017
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Reviewed Aug 28, 2017
Ahmad
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Reviewed Aug 30, 2021
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Reviewed Sep 23, 2017
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Reviewed Jun 7, 2020
Michele
5.0
Reviewed Mar 6, 2018
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