[Beers] = Beers, Kenneth J. Numerical Methods for Chemical Engineering: Applications in MATLAB®. Cambridge University Press, 2006. ISBN: 9780521859714. [Preview with Google Books]
| SES # | SUBJECTS | READINGS |
|---|---|---|
| 1 | Linear algebra 1 | [Beers] pp. 1–46. |
| 2 | Linear algebra 2 | |
| 3 | Linear algebra 3 | |
| 4 | Linear algebra 4 | |
| 5 | Linear algebra 5 | [Beers] pp. 104–28. |
| 6 | Linear algebra 6 | |
| 7 | Systems of nonlinear equations 1 | [Beers] pp. 61–84. |
| 8 | Systems of nonlinear equations 2 | |
| 9 | Summary and review on linear algebra and systems of nonlinear equations | [Beers] pp. 203–7. |
| 10 | Optimization 1 | [Beers] pp. 212–45. |
| 11 | Optimization 2 | |
| 12 | Optimization 3 | |
| 13 | Optimization 4 | |
| 14 | ODE-IVP and numerical integration 1 | [Beers] pp. 154–94. |
| 15 | ODE-IVP and numerical integration 2 | |
| Quiz 1 | ||
| 16 | Differential-algebraic equations 1 | [Beers] pp. 195–202. |
| 17 | Differential-algebraic equations 2 | |
| 18 | Differential-algebraic equations 3 | |
| 19 | Boundary value problems 1 | [Beers] pp. 258–311. |
| 20 | Boundary value problems 2 | |
| 21 | Boundary value problems 3 | |
| 22 | Partial differential equations 1 | |
| 23 | Partial differential equations 2 | |
| 24 | Partial differential equations 3 | |
| 25 | Summary and review on IVP, differential-algebraic equations, and boundary value | |
| Quiz 2 | ||
| 26 | Probability theory 1 | [Beers] pp. 317–25. |
| 27 | Probability theory 2 | |
| 28 | Models vs. data 1 | [Beers] pp. 372–403. |
| 29 | Models vs. data 2 | Joe Scott Notes (PDF) |
| 30 | Models vs. data 3 | |
| 31 | Operator splitting | |
| 32 | Monte Carlo methods 1 | [Beers] pp. 325–56. |
| 33 | Monte Carlo methods 2 | Joe Scott Notes (PDF) |
| 34 | Stochastic chemical kinetics 1 | |
| 35 | Stochastic chemical kinetics 2 | |
| 36 | Last day of class, review for final exam | |
| Final Exam | ||
