## M.S. with Computational Science

The M.S. in Computer Science with a Computational Science concentration combines key elements of graduate study in Computer Science augmented with advanced coursework and projects in computationally focused scientific inquiries. This concentration will prepare students to apply quantitative and computing methods to emerging challenges in the natural and physical sciences.

Students are required to take the following

In addition, students are required to take at least

Students are required to choose

Students may substitute at most one of the above electives with a relevant course from Mathematics, Computer Science, Biology, Chemistry, Physics, Biomedical Informatics, the Rollins School of Public Health, School of Medicine, and appropriate schools at Georgia Tech through the ARCHE program. When substituting courses, a student must obtain prior written approval from the thesis advisor and CSI/BMI DGS/program director(s). Students must complete their core courses with a grade of B or higher and complete all coursework by year two with a GPA of 3.0 or higher.

Students are required to take the following

**4**core courses:- CS 551: Systems Programming
- CS 581: High Performance Computing
- BIOS 506: Statistical Methods (4)
- MATH 515: Numerical Analysis I

In addition, students are required to take at least

**3**concentration electives from:- CS 526: Algorithms
- CS 534: Machine Learning
- CS 562: Advanced Computer Systems
- CS 563: Digital Image Processing
- CS 570: Data Mining
- CS 580: Operating Systems
- CS 584: Topics in Computer Science
- MATH 516: Numerical Analysis II
- MATH 533: Network Science
- BIOS 510: Probability Theory (4)

Students are required to choose

**one**of the following options:- Thesis:

An acceptable masters thesis and oral defense (9 credit hours). - Project:

Completion of one approved elective course, and a faculty supervised project, formally taken by registering for CS598 (for up to 6 credit hours). The project may be external as long as it is approved and co-advised by the faculty advisor. The project result may be in the form of a report or documented software. Satisfactory completion of the project requires approval by the faculty advisor. - Coursework:

Completion of 9 additional electives hours. Courses outside the department (e.g., from the sciences, schools of medicine and public health, or the business schools) may be taken if they coincide with the degree objective of the student. Approval of electives will be by the Computer Science Committee.

Students may substitute at most one of the above electives with a relevant course from Mathematics, Computer Science, Biology, Chemistry, Physics, Biomedical Informatics, the Rollins School of Public Health, School of Medicine, and appropriate schools at Georgia Tech through the ARCHE program. When substituting courses, a student must obtain prior written approval from the thesis advisor and CSI/BMI DGS/program director(s). Students must complete their core courses with a grade of B or higher and complete all coursework by year two with a GPA of 3.0 or higher.