993SM - LABORATORIO DI FISICA COMPUTAZIONALE 2022: All participants

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Unit I - Basics (27, 28 Febr. ; 3 March 2023)

Unit II: (Pseudo)random numbers (generators; properties; uniform distributions) (6,7,10 March 2023)

Unit III: (Pseudo)random numbers with non uniform distributions (13,14,17 March 2023)

Unit IV: Intrinsically stochastic processes: radioactive decay, random walks (20,21,24 March 2023)

Unit V: Numerical integration (27, 28, 31 March 2023)

Unit VI: Metropolis Monte Carlo method(3,4,14,April 2023)

Unit VII: Ising model (17,18,21,28 April 2023)

Unit VIII: Quantum Monte Carlo; simulated annealing (2,5 May 2023)

Unit IX: Metropolis in the canonical ensemble: Lattice gas; approach to equilibrium; simulated annealing (8,9,12 May 2023)

Unit X: Deterministic chaos (15, 16 May 2023)

Unit XI - Classical fluids (22,23,26 May 2023)

Unit XII: Modelling other random processes: DLA, percolation, genetic algorithms. Evolutionary stochastic models of populations. Basics of HPC (29,30 May 203)