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Introduction to Modeling and Simulation >> Content Detail



Lecture Notes



Lecture Notes

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This page presents lecture notes for selected lecture sessions.


LEC #TOPICSINSTRUCTORS
Introduction
1Overview - Aspirations of Modeling and Simulation, Logistics (PDF)Yip
2Diffusion at the Particle Level (PDF)Yip
3From Random Walks to Continuum Diffusion (PDF)Bazant
Part 1: Continuum Methods (CM) (PDF)
4Conservation LawsRosales
5Constitutive RelationsRosales
6Discrete/Continuum IssuesRosales
7Finite Difference MethodsPowell
8Weighted Residual Finite Element MethodsPowell
9Heat ConductionPowell
10Materials Processing ApplicationsPowell
11Variational Finite Element MethodsUlm
12Elasticity Concepts and ProblemsUlm
13Applications in Structural MechanicsUlm
14Equations of Fluids DynamicsBeers
15Problems in Incompressible FlowBeers
16Fluid-Structure InteractionsRadovitzky
17Multiscale Problems involving Continuum MechanicsRadovitzky
18CM Review
19Quiz 1
Part 2: Particle Methods (PM)
20Monte Carlo Methods I: Percolation (PDF)Bazant
21Monte Carlo Methods II: Fractal Patterns (PDF)Bazant
22Monte Carlo Methods III: Random PackingsBazant
23Basic Monte Carlo (PDF)Mirny
24Monte Carlo Modeling of Physical Systems (PDF)Mirny
25Optimization by MC and Genetic Programming (PDF)Mirny
26Stochastic Simulations in BiologyMirny
27Basic Classical Molecular Dynamics (PDF - 1.6 MB)Buehler
28Introduction to Interatomic Potentials (PDF - 1.7 MB)Buehler
29Modeling of Metals (PDF - 2.6 MB)Buehler
30Reactive Potentials (PDF - 2.9 MB)

Dislocations in Nickel (AVI - 18.7 MB)
Buehler
31MD Simulation of Fluids (PDF)Hadjiconstantinou
32Dilute Gases and Direct Simulation Monte Carlo (DSMC) I (PDF)Hadjiconstantinou
33Dilute Gases and DSMC IIHadjiconstantinou
34PM Review
35Quiz 2
Part 3: Quantum Methods (QM)
36Quantum Calculations in Modeling and SimulationYip
37Introduction - Hartree-Fock and Density Function Theory MethodsYip
Final Project Presentations

 








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