1
10.34 Numerical Methods Applied to Chemical Engineering (Fall 2015, MIT OCW). Instructors: Prof. William Green, Jr. and Prof. James W. Swan.
FREE
This course includes
Hours of videos
638 years, 9 months
Units & Quizzes
23
Unlimited Lifetime access
Access on mobile app
Certificate of Completion
Numerical methods for solving problems arising in heat and mass transfer, fluid mechanics, chemical reaction engineering, and molecular simulation. Topics: Numerical linear algebra, solution of nonlinear algebraic equations and ordinary differential equations, solution of partial differential equations (e.g. Navier-Stokes), numerical methods in molecular simulation (dynamics, geometry optimization). All methods are presented within the context of chemical engineering problems. Familiarity with structured programming is assumed. (from ocw.mit.edu)
Course Currilcum
- Lecture 05 – Eigenvalues and Eigenvectors Unlimited
- Lecture 06 – Singular Value Decomposition; Iterative Solutions of Linear Equations Unlimited
- Lecture 07 – Solutions of Nonlinear Equations; Newton-Raphson Method Unlimited
- Lecture 08 – Quasi-Newton-Raphson Methods Unlimited
- Lecture 09 – Homotopy and Bifurcation Unlimited
- Lecture 11 – Unconstrained Optimization; Newton-Raphson and Trust Region Methods Unlimited
- Lecture 12 – Constrained Optimization; Equality Constraints and Lagrange Multipliers Unlimited
- Lecture 13 – ODE-IVP and Numerical Integration 1 Unlimited
- Lecture 16 – ODE-IVP and Numerical Integration 4 Unlimited
- Lecture 18 – Differential Algebraic Equations 2 Unlimited
- Lecture 19 – Differential Algebraic Equations 3 Unlimited
- Lecture 20 – Boundary Value Problem 1 Unlimited
- Lecture 21 – Boundary Value Problem 2 Unlimited
- Lecture 22 – Partial Differential Equations 1 Unlimited
- Lecture 25 – Review Session Unlimited
- Lecture 26 – Partial Differential Equations 2 Unlimited
- Lecture 27 – Probability Theory 2 Unlimited
- Lecture 28 – Models vs. Data 1 Unlimited
- Lecture 30 – Models vs. Data 3 Unlimited
- Lecture 33 – Monte Carlo Methods 2 Unlimited
- Lecture 34 – Stochastic Chemical Kinetics 1 Unlimited
- Lecture 35 – Stochastic Chemical Kinetics 2 Unlimited
- Lecture 36 – Review Unlimited