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Lecture
Numerical Derivatives of Order 1: Finite Difference Centered
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Finite Difference Method: Approximating Derivatives and Equations
Introduces the finite difference method for approximating derivatives and solving differential equations in practical applications.
Numerical Derivatives of Order 1
Covers the concept of numerical derivatives of order 1 and the importance of choosing a small fixed value for h.
Finite Elements: Problem with Limits
Covers the application of finite element methods to solve boundary value problems in one dimension.
Numerical Derivatives of Order 1: Finite Differences Progressive
Covers numerical derivatives of order 1 using progressive finite difference formulas in numerical analysis.
Finite Differences Method: Error Division and Schemes
Covers error division and schemes for solving differential equations.
Numerical Methods: Boundary Value Problems
Explores numerical methods for boundary value problems, including heat diffusion and fluid flow, using finite difference methods.
Ordinary Differential Equations: Non-linear Analysis
Covers non-linear ordinary differential equations, including separation, Cauchy problems, and stability conditions.
Boundary Value Problems: Numerical Methods
Covers the motivation and examples of boundary value problems, the finite difference method, and the approximation of local derivatives.
System of ODEs
Explores numerical methods for solving ODE systems, stability regions, and absolute stability importance.
Finite Differences Formulas: Error Analysis
Explores finite differences formulas, error analysis, and numerical experiments in computational mathematics.