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Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T)

(23 Lectures Available)

S# Lecture Course Institute Instructor Discipline
1
  • 11. Unconstrained Optimization; Newton-Raphson and Trust Region Methods (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
2
  • 12. Constrained Optimization; Equality Constraints and Lagrange Multipliers (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
3
  • 13. ODE-IVP and Numerical Integration 1 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
4
  • 16. ODE-IVP and Numerical Integration 4 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
5
  • 18. Differntial Algebraic Equations 2 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
6
  • 19. Differntial Algebraic Equations 3 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
7
  • 20. Boundary Value Problem 1 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
8
  • 21. Boundary Value Problems 2 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
9
  • 22. Partial Differential Equations 1 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
10
  • 25. Review Session (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
11
  • 26. Partial Differential Equations 2 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
12
  • 27. Probability Theory 2 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
13
  • 28. Models vs. Data 1 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
14
  • 30. Models vs. Data 3 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
15
  • 33. Monte Carlo Methods 2 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
16
  • 34. Stochastic Chemical Kinetics 1 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
17
  • 35. Stochastic Chemical Kinetics 2 (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
18
  • 36. Final Lecture (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
19
  • 5. Eigenvalues and Eigenvectors (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
20
  • 6. Singular Value Decomposition; Iterative Solutions of Linear Equations (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
21
  • 7. Solutions of Nonlinear Equations; Newton-Raphson Method (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
22
  • 8. Quasi-Newton-Raphson Methods (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences
23
  • 9. Homotopy and Bifurcation (M-I-T)
Numerical Methods Applied to Chemical Engineering, Fall 2015 (M-I-T) MIT Prof. James Swan Applied Sciences