GeorgetownX: Mathematical and Computational Methods
Physicists use math all of the time in nearly everything that they work on. This course will help you understand how math is interconnected and recognize that math involves a handful of simple ideas that repeat. By the end of the course, you will be able to re-derive important formulas from basic principles or know precisely where to look them up and use them.
There is one session available:
Mathematical and Computational Methods
About this courseSkip About this course
Physicists use math all of the time in nearly everything that they work on. Hence, it is critical that you become efficient in being able to use more advanced math to enable you to work on more advanced physics courses. Most of you are currently what I would call a technician at math. You are able to perform the required manipulations to find and simplify answers. But, in many cases, you are missing the deeper understanding to help you interconnect different math topics and for you to be able to apply the relevant math for whatever problem you will face, based on your knowledge of how the different math topics inter-relate. On the other hand, a practitioner is someone who not only is technically adept at performing math calculations, but also have the insight and deeper understanding to know how to recognize what math applies to what problem. They understand how math is interconnected and recognize that math involves a handful of simple ideas that repeat. They are able to re-derive important formulas from basic principles or know precisely where to look them up and use them.
The goal of this class is to transform you from a math technician to a math practitioner. Mathematicians take this one step further and actually create new math. We will not focus on how to do that at all in this class.
At a glance
What you'll learnSkip What you'll learn
- Be able to apply techniques of calculus (learned in the first three semesters of a calculus sequence) to solve problems that arise in physics.
- Derive and use the geometric series in calculations.
- Manipulate power series expressions and employ them in physics contexts.
- Calculate Taylor polynomials/series of common functions and use them in approximating functions
- Follow the development for how one integrates polynomials, rational functions of polynomials, square roots of quadratics, rational functions with square roots of quadratics, and why the procedure cannot solve integrals with square roots of quartics.
- Solve integrals via parametric methods (differentiating under the integral sign) including techniques for introducing the parameter into the integrand
- Set up and integrate multidimensional integrals with variable mass density and for moments of inertia.
- Solve problems in multivariable integrals via the different integral theorems
- Solve Laplace's equation for simple geometries
- Compute the curl or divergence of a vector field and the gradient of a scalar function
- Solve complex numbers arithmetic problems
- Use calculus of residues to solve integrals
- Use row reduction to solve simultaneous linear equations
- Calculate the determinant, inverse, and eigenvalues of matrices
- Construct abstract vector spaces using the definitions of a vector space and generalized inner products
- Solve any first-order linear differential equation
- Solve the six classes of nonlinear first-order differential equations
- Solve higher-order differential equations with constant coefficients (homogeneous and inhomogeneous)
- Construct representations of curves in three dimensions using the Frenet-Serret apparatus
- Construct Fourier series of periodic functions