Home » Course Layouts » Free Course Layout Udemy
10.34 Numerical Methods Applied to Chemical Engineering (Fall 2015, MIT OCW). Instructors: Prof. William Green, Jr. and Prof. James W. Swan.
0
1
English
English [CC]
FREE
- Learn basic syntax that can apply to any language.
- Learn what is a programming language and the basic concepts for beginners.
- Understand what is Javascript in it's truest form.
- Know the basic syntax of Javascript.
- Know some hidden quirks in Javascript.
Description
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 content
- 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
Instructor
OpenCoursa
Accessible Education for Everyone
5
5
6
24186
4637
We are an educational and skills marketplace to accommodate the needs of skills enhancement and free equal education across the globe to the millions. We are bringing courses and trainings every single day for our users. We welcome everyone woth all ages, all background to learn. There is so much available to learn and deliver to the people.
