15,474 次近期查看

1

Monte Carlo algorithms (Direct sampling, Markov-chain sampling)

3 個視頻 （總計 62 分鐘）, 2 個閱讀材料, 2 個測驗
3 個視頻
Tutorial 1: Exponential convergence and the 3x3 pebble game32分鐘
Homework Session 1: From the one-half rule to the bunching method1分鐘
2 個閱讀材料
Python programs and references10分鐘
Errata (Lecture 1)10分鐘
1 個練習
Practice quiz 1: spotting a correct algorithm4分鐘
2

Hard disks: From Classical Mechanics to Statistical Mechanics

3 個視頻 （總計 71 分鐘）, 1 個閱讀材料, 2 個測驗
3 個視頻
Tutorial 2: Equiprobability, partition functions, and virial expansions for hard disks32分鐘
Homework Session 2: Paradoxes of hard-disk simulations in a box2分鐘
1 個閱讀材料
Python programs and references10分鐘
1 個練習
Practice quiz 2: spotting a correct algorithm (continued)4分鐘
3

Entropic interactions and phase transitions

3 個視頻 （總計 62 分鐘）, 2 個閱讀材料, 2 個測驗
3 個視頻
Tutorial 3: Algorithms, exact solutions, thermodynamic limit31分鐘
Homework Session 3: Two-dimensional liquids and solids2分鐘
2 個閱讀材料
Python programs and references10分鐘
Errata (Tutorial 3)10分鐘
1 個練習
Practice quiz 3: Spotting a correct algorithm (continued)4分鐘
4

Sampling and integration

3 個視頻 （總計 69 分鐘）, 1 個閱讀材料, 2 個測驗
3 個視頻
Tutorial 4: Sampling discrete and one-dimensional distributions34分鐘
Homework Session 4: Sampling and integration in high dimensions2分鐘
1 個閱讀材料
Python programs and references10分鐘
1 個練習
Practice quiz 4: four disks in a box6分鐘
4.8
64 條評論

33%

來自统计力学：算法和计算的熱門評論

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.

I really like this course also I am only confused by my knowledge in computing because this course is very high rated in sense of detailed explanation and easy to follow through difficult themes.

講師

Werner Krauth

Directeur de recherches au CNRS
Department of physics

關於 法国巴黎高等师范学院

L’École normale supérieure (ENS) est un établissement d'enseignement supérieur pour les études prédoctorales et doctorales (graduate school) et un haut lieu de la recherche française. L'ENS offre à 300 nouveaux étudiants et 200 doctorants chaque année une formation de haut niveau, largement pluridisciplinaire, des humanités et sciences sociales aux sciences dures. Régulièrement distinguée au niveau international, l'ENS a formé 10 médailles Fields et 13 prix Nobel....

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