MATH168 - Introduction to Mathematical Modeling (2024 Winter): an undergraduate course with the main objective to expose students to classical differential equation modeling, including derivation and nondimensionalization, stability analysis, bifurcation, and the applications of modeling results.
Lecture notes:
Lecture 1: Introduction to modeling with 1st order linear differential equations
Lecture 2: Introduction to modeling with 1st order nonlinear differential equations
Lecture 3: Opinion dynamics: an example of modeling with a 1st order differential equation
Lecture 4: Modeling with bifurcations in 1st order differential equations
Lecture 5: Insect outbreak - I: derivation, nondimensionalization, steady states, & stability
Lecture 6: Insect outbreak - II: bifurcation and hysteresis
Lecture 7: Introduction to harmonic oscillations
Lecture 8: Forced vibrations: beating, resonance, & forced response
Lecture 9: Simple 1D materials: elasticity, viscoelasticity, Maxwell & Kelvin-Voight materials
Lecture 10: Mathematical Pendulum: derivation, nondimensionalization, & phase portrait
Lecture 11: Modeling with systems of linear differential equations
Lecture 12: An example of modeling with linear systems: Love affair (by S. Strogatz)
Lecture 13: Modeling with systems of nonlinear differential equations
Lecture 15: Model of competing species - I: derivation, nondimensionalization, steady states, & stability
Lecture 16: Model of competing species - II: stability of coexistence
Lecture 17: Lotka-Volterra predator-prey model