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Physics
Applied and Interdisciplinary Physics
Computational Physics
1. Introduction to Computational Physics
2. Mathematical Foundations
3. Programming Fundamentals
4. Computer Arithmetic and Error Analysis
5. Root Finding Methods
6. Numerical Differentiation
7. Numerical Integration
8. Linear Systems
9. Eigenvalue Problems
10. Ordinary Differential Equations
11. Partial Differential Equations
12. Monte Carlo Methods
13. Molecular Dynamics
14. Data Analysis and Visualization
15. Applications in Classical Mechanics
16. Applications in Electromagnetism
17. Applications in Quantum Mechanics
18. Applications in Statistical Mechanics
19. Applications in Fluid Dynamics
20. High-Performance Computing
Ordinary Differential Equations
Initial Value Problems
First-Order ODEs
Higher-Order ODEs
Systems of ODEs
Euler Methods
Forward Euler
Backward Euler
Modified Euler
Runge-Kutta Methods
Second-Order RK
Fourth-Order RK
Adaptive RK Methods
Embedded RK Methods
Multistep Methods
Adams-Bashforth Methods
Adams-Moulton Methods
Predictor-Corrector Methods
Stability Analysis
Absolute Stability
Relative Stability
Stiff Equations
Boundary Value Problems
Shooting Method
Finite Difference Method
Collocation Methods
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9. Eigenvalue Problems
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11. Partial Differential Equations