Numerical differentiation

Related lectures (29)

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Introduces numerical root finding, differentiation, integration, and ODE solving using Scipy.

Explores the accuracy of central finite difference formulas for derivatives.

Covers the process of making scientific software and discusses rules and requirements for related projects.

Explores hydroacoustic modeling through electrical analogies, discussing resolution methods, simplified equations, and physical interpretations.

Explains finite difference grids for computing solutions of elastic membranes using Laplace's equation and numerical methods.

Covers error division and schemes for solving differential equations.

Covers the application of finite element methods to solve boundary value problems in one dimension.

Covers explicit stabilized methods for stiff stochastic differential equations, analyzing their properties and applications.

Discusses the variational formulation of the heat equation using the finite element method.