The Nature of Mathematical Modeling

3-0-9 units · Graduate

Surveys the range of levels of description for mathematical modeling, including analytical solutions and approximations for difference and differential equations; finite difference, finite element, and discrete element numerical models; stochastic processes, nonlinear function fitting, constrained optimization, and machine learning architectures. Emphasis is on how these methods relate, and on their efficient practical implementation.