Category Math Notebook

A structured record of my self-study in mathematics, including study logs, problem walkthroughs, deeper explorations and reflections, and preparation for advanced coursework.

Velocity & Acceleration of Vector Functions

Professor Leonard – Calculus 3 – 12.4: Velocity & Acceleration of Vector Functions  Thomas – 13.5 Tangential & Normal Components of Acceleration; 13.6 Velocity & Acceleration in Polar Coordinates We’ve seen velocity and acceleration before, so the concept is essentially a…

TNB Frames, Curvature, and Torsion

Professor Leonard – Calculus 3 – 12.3: TNB (Frenet-Serret) Frames, Curvature, Torsion, Encapsulation Thomas – 13.4 Curvature and Normal Vectors of a Curve; 13.5 Tangential and Normal Components of Acceleration TNB FramesTNB Frames, also known as Frenet-Serret frames, describe how…

Markov Matrices

MIT OCW 18.06SC Sections – Lectures & Reading: Lecture 24: Markov Matrices; Fourier Series Strang 10.3 & 10.5 Matrices as Models of Change  Matrices can describe how systems change through iterations or steps.  With a matrix’s rules defined, we can…

Diagonalization & Powers of A

MIT OCW 18.06SC Sections – Lectures & Reading: Lecture 22: Diagonalization & Powers of A Strang 6.2 Diagonalizing a matrix is rewriting it in a form such as Where D equals a diagonal matrix of eigenvalues and P contains the…

Eigenvalues & Eigenvectors

MIT OCW 18.06SC Sections – Lectures & Reading: Lecture 21: Eigenvalues and Eigenvectors Strang 6.1 Early on in Linear Algebra I tried my best to see the study of Linear Algebra as the study of linear transformations, as functions that…