[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 |