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Chemistry
Specialized Chemistry
Computational Chemistry
1. Introduction to Computational Chemistry
2. Mathematical and Physical Foundations
3. Potential Energy Surfaces
4. Molecular Mechanics Methods
5. Quantum Mechanical Methods
6. Molecular Dynamics Simulations
7. Monte Carlo Methods
8. Energy Minimization and Optimization
9. Hybrid and Multiscale Methods
10. Property Calculations
11. Solvation and Environmental Effects
12. Free Energy Methods
13. Excited States and Photochemistry
14. Solid State and Materials
15. Computational Tools and Software
16. High-Performance Computing
17. Best Practices and Validation
Molecular Dynamics Simulations
Theoretical Foundation
Classical Equations of Motion
Phase Space Trajectories
Ergodic Hypothesis
Time Averages vs Ensemble Averages
Numerical Integration
Finite Difference Methods
Verlet Algorithm
Leap-Frog Algorithm
Velocity Verlet Algorithm
Time Step Selection
Stability and Accuracy
Simulation Setup
Initial Configurations
Velocity Assignment
Maxwell-Boltzmann Distribution
Equilibration Procedures
Boundary Conditions
Periodic Boundary Conditions
Minimum Image Convention
Box Shapes and Geometries
Surface Effects
Statistical Ensembles
Microcanonical Ensemble
Canonical Ensemble
Isothermal-Isobaric Ensemble
Grand Canonical Ensemble
Temperature Control
Velocity Scaling
Berendsen Thermostat
Nosé-Hoover Thermostat
Andersen Thermostat
Langevin Dynamics
Pressure Control
Berendsen Barostat
Parrinello-Rahman Barostat
Martyna-Tobias-Klein Barostat
Isotropic and Anisotropic Scaling
Trajectory Analysis
Structural Properties
Dynamic Properties
Time Correlation Functions
Radial Distribution Functions
Mean Square Displacements
Diffusion Coefficients
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7. Monte Carlo Methods