Class Videos

Session 5: Eigenvalues and Eigenvectors

Session 6: Singular Value Decomposition; Iterative Solutions of Linear Equations

Session 7: Solutions of Nonlinear Equations; Newton-Raphson Method

Session 8: Quasi-Newton-Raphson Methods

Session 9: Homotopy and Bifurcation

Session 11: Unconstrained Optimization; Newton-Raphson and Trust Region Methods

Session 12: Constrained Optimization; Equality Constraints and Lagrange Multipliers

Session 13: ODE-IVP and Numerical Integration 1

Session 16: ODE-IVP and Numerical Integration 4

Session 18: Differential Algebraic Equations 2

Session 19: Differential Algebraic Equations 3

Session 20: Boundary Value Problem 1

Session 21: Boundary Value Problems 2

Session 22: Partial Differential Equations 1

Session 25: Review Session

Session 26: Partial Differential Equations 2

Session 27: Probability Theory 2

Session 28: Models vs. Data 1

Session 30: Models vs. Data 3

Session 33: Monte Carlo Methods 2

Session 34: Stochastic Chemical Kinetics 1

Session 35: Stochastic Chemical Kinetics 2

Session 36: Final Lecture