CDS 411: Modeling and Simulation II

CDS 411-K01: Modeling and Simulation II
(Fall 2024)

02:00 PM to 04:40 PM W

Mason Korea (119 Songdomunhwa-ro, Yeonsu-gu, Incheon, Korea) G213

Section Information for Fall 2024

Course Description for CDS 411 - Modeling and Simulation II
CDS 411 is an advanced course in modeling and simulation, focusing on computational methods and their applications. The course is structured around five modules: Random Numbers and Probabilities, Hidden Markov Models, Graph Theory, Kinematics and Mathematics, and Chess. Students will use Anaconda Python 3.6 or newer to develop models, analyze data, and solve problems.

The course emphasizes hands-on learning through team projects and individual homework assignments, with no midterm or final exams. Projects involve creating 5-10 minutes video presentations and submitting Python code, while homework assignments reinforce theoretical concepts. Topics include Monte Carlo methods, graph theory, kinematic motion, and differential equations.

Grading is based on projects (50%) and homework (50%), with extra credit for full attendance. The course also addresses pandemic-related policies, including mask requirements and online/on-campus modalities. Students are encouraged to collaborate while adhering to Mason's Academic Integrity Standards.

This course equips students with practical skills in modeling and simulation, preparing them for advanced applications in data science, engineering, and related fields.

 

Course Information from the University Catalog

Credits: 3

Covers the application of modeling and simulation methods to various scientific applications, including fluid dynamics, solid mechanics, materials science, molecular mechanics, and astrophysics. Provides an introduction to modeling and simulation software, as well as high-performance computing. Offered by Computational & Data Sciences. Limited to three attempts.
Recommended Prerequisite: MATH 203, PHYS 262 or PHYS 245 or higher-level programming course, or permission of instructor.
Registration Restrictions:

Required Prerequisite: CDS 230C.
C Requires minimum grade of C.

Schedule Type: Lecture
Grading:
This course is graded on the Undergraduate Regular scale.

The University Catalog is the authoritative source for information on courses. The Schedule of Classes is the authoritative source for information on classes scheduled for this semester. See the Schedule for the most up-to-date information and see Patriot web to register for classes.