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Finite Difference Method

★★★★☆Undergraduate

📖Definition

Finite difference method approximates derivatives with differences, converting differential equations to algebraic equations. Fundamental for numerical PDE solutions.

📐Formulas

f'(x) ≈ (f(x+h) - f(x))/(h)

Forward difference

f'(x) ≈ (f(x) - f(x-h))/(h)

Backward difference

f'(x) ≈ (f(x+h) - f(x-h))/(2h)

Central difference

f''(x) ≈ (f(x+h) - 2f(x) + f(x-h))/(h²)

Second derivative approximation

✏️Examples

예제 1

Approximate heat equation ∂u/∂t = α∂²u/∂x² with finite differences.

Applications

CFD

Flow simulation

Heat Transfer

Temperature distribution

Structural Engineering

Stress analysis

#유한차분#PDE#finite difference#numerical PDE