Syllabus

Course Meeting Times

Lectures: 2 sessions / week, 1.5 hours / session

Overview

This course is offered as part of the Singapore-MIT Alliance ( SMA), and will be delivered at MIT (by MIT faculty) for MIT students and simultaneously broadcast to the National University of Singapore (NUS) for SMA students.

MIT Units

3-0-9, Graduate H-level Credit

Description

Introduction to Numerical Simulation is an introduction to computational techniques for the simulation of a large variety of engineering and engineered systems. Applications are drawn from aerospace, mechanical, electrical, and chemical engineering, materials science, and operations research. Topics include: mathematical formulations; network problems; sparse direct and iterative matrix solution techniques; Newton methods for nonlinear problems; discretization methods for ordinary and partial differential equations; methods for the solution of integral equations; model-order reduction; and Monte Carlo techniques.

Prerequisites

18.03 or 18.06 or equivalent; and familiarity with MATLAB®.

Instructors

Prof. Jacob White 
Prof. Luca Daniel 
Prof. Nicolas Hadjiconstantinou 
Prof. Jaime Peraire 
Prof. Anthony T. Patera

Assignments

This course has eight problem sets.