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先修课程、其它学习要求
Pre-requisites or Other
Academic Requirements
流体力学(MAE303) 或 工程流体力学(MAE207)
Fluid Mechanics(MAE303) OR Engineering Fluid Mechanics (MAE207)
后续课程、其它学习规划
Courses for which this course
is a pre-requisite
其它要求修读本课程的学系
Cross-listing Dept.
Direct numerical simulations of complex flows are now viewed as a third pillar for scientific discovery, due to high-speed
computers and advanced algorithms. In many fields including multiphase flows, direct numerical simulation provides a
rigorous research tool by solving first-principle governing equations. High-performance fluid-flow simulation is an area of
rapid growth and is interdisciplinary covering physics of fluid flows, algorithms, and parallel implementation, etc. This
course is designed for students to quickly learn and compare various simulation methods and to obtain some hands-on
experience.
Overview of computational methods for viscous flows including finite difference, finite-volume, finite element, spectral,
and mesoscopic Boltzmann-equation based methods. Treatment of fixed and moving solid-fluid and fluid-fluid
boundaries. Example codes to study physical and numerical issues such as numerical convergence, accuracy, and
stability.
课程内容及教学日历 (如授课语言以英文为主,则课程内容介绍可以用英文;如团队教学或模块教学,教学日历须注明
主讲人)
Course Contents (in Parts/Chapters/Sections/Weeks. Please notify name of instructor for course section(s), if
this is a team teaching or module course.)
Course structure: The course will meet with the usual lecture format. Homework sets will be assigned (approximately
weekly), graded, and returned. During the later part of the course a computer project will be assigned which will be due
at the end of the course. The results will be presented to the class during the final weeks as well as in a final written
report submitted to the instructor. A midterm exam will be given in the 10th week (4/22 – 4/24). There will be no final
exam.
Topics to be covered:
Section 1
(3 credit hours)
Introduction to computational fluid dynamics
Introduction to Fortran
Access MAE department cluster
Section 2
(3 credit hours)
Overview of fluid mechanics governing equations and boundary conditions
Basic Unix commands and editor
Section 3
(3 credit hours)
Overview of partial differential equations
Taylor expansions, truncation error
Demonstration of NCL
Section 4
(3 credit hours)
Finite difference method
Finite-Volume method