tailieunhanh - Lecture Monte carlo simulations: Application to lattice models: Part I - TS. Ngô Văn Thanh

Lecture Monte carlo simulations: Application to lattice models, part I - Basics. The main contents of this chapter include all of the following: Introduction, thermodynamics and statistical mechanics, phase transition, probability theory. | wra lis iSissiMS aBi Sti t w III SS8S8SS8 SJjlSl fMMMMr Monte Carlo Simulations Application to Lattice Models 11. Ill I. III. 111 III. 111 III. 111III III II III II III II III II III II III II III II III II III II III II III II III II III II ll. y I II 11 I I I II II14-J Li Cx Ễ LtSỄ Ì Ls Part I. Basics . Introduction . Thermodynamics and statistical mechanics --ị I I - J J - I I I I J . Phase transition . Probability theory Part II. Monte Carlo . The spin models 111111111111111111111111111111111111111111111111111111111111111111111 m . Boundary conditions . Simple sampling Monte Carlo methods mportance sampling Monte Carlo methods . Part I e size effects and Reweighting methods inite size effects . Single histogram method . Multipe histogra . urZ. 2 ù. . Wang-Landau method . The applications n n TTO TTT r method

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