Differential Equations
Equations that describe change: ODEs, boundary value problems, Laplace transforms, and numerical solutions.
11 Topics
Boundary Value Problems
Boundary value problems are differential equations constrained by conditions specified at the boundaries of the domain. Learners will understand how to solve these equations using analytical methods, which are vital for modeling physical systems.
Differential Equations
Differential equations relate functions to their derivatives, representing rates of change. You will understand how to solve first-order and higher-order equations, model dynamic systems in physics and biology, and analyze the stability of physical phenomena over time.
First-Order ODEs
First-order ordinary differential equations involve only the first derivative of an unknown function. Learners will master techniques like separation of variables, integrating factors, and exact equations to solve basic dynamical models.
Initial Value Problems
Initial value problems pair a differential equation with specified values of the unknown function at a single point. Learners will understand existence and uniqueness theorems and solve equations modeling time-dependent processes.
Laplace Transforms
The Laplace transform converts differential equations into simpler algebraic equations. Learners will master transform techniques, solve linear ordinary differential equations with constant coefficients, and analyze discontinuous or impulsive forcing functions in systems.
Numerical Solutions
Numerical solutions involve algorithmic methods to approximate the behavior of differential equations when analytical solutions are impossible. Learners will implement techniques like Euler's method and Runge-Kutta algorithms to simulate complex systems.
Ordinary Differential Equations
Ordinary differential equations model relationships involving functions of a single variable and their derivatives. Learners will understand fundamental solution methods, analyze system behavior, and model real-world phenomena in physics, engineering, and biology.
Partial Differential Equations
Partial differential equations involve functions of multiple variables and their partial derivatives. Learners will study classical equations like the heat, wave, and Laplace equations, using methods such as separation of variables to solve them.
Second-Order ODEs
Second-order ordinary differential equations involve derivatives up to the second degree. Learners will solve linear homogeneous and non-homogeneous equations, applying these techniques to model physical phenomena like mechanical vibrations and electrical circuits.
Stability Analysis
Stability analysis examines how solutions to differential equations behave under small perturbations. Learners will analyze equilibrium points, construct phase portraits, and determine the long-term qualitative behavior of linear and nonlinear dynamical systems.
Systems of ODEs
Systems of ordinary differential equations involve multiple coupled equations with several unknown functions. Learners will use matrix methods and eigenvalues to solve linear systems and analyze coupled interactions in physics and ecology.
