Computational Science & Engineering Minor
for the Undergraduate Minor in Computational Science & Engineering
| Code | Title | Hours |
|---|---|---|
| Core Courses | 9 | |
Programming | ||
| CS 101 | Intro Computing: Engrg & Sci | 3 |
| CS 125 | Introduction to Computer Science | 4 |
| CS 225 | Data Structures | 4 |
| ECE 220 | Computer Systems & Programming | 4 |
| LING 402 | Tools & Tech Spch & Lang Proc | 3 |
Applied Math | ||
| ECE 493 | Advanced Engineering Math | 3 or 4 |
| MATH 441 | Differential Equations | 3 or 4 |
| or MATH 442 | Intro Partial Diff Equations | |
| or MATH 489 | Dynamics & Differential Eqns | |
| MATH 415 | Applied Linear Algebra | 3 or 4 |
| MATH 444 | Elementary Real Analysis | 3 or 4 |
| or MATH 447 | Real Variables | |
| MATH 446 | Applied Complex Variables | 3 or 4 |
| or MATH 448 | Complex Variables | |
| MATH 482 | Linear Programming | 3 or 4 |
| or MATH 484 | Nonlinear Programming | |
| STAT 408 | Actuarial Statistics I | 4 |
| or STAT 409 | Actuarial Statistics II | |
| or STAT 410 | Statistics and Probability II | |
| or STAT 420 | Methods of Applied Statistics | |
| or STAT 430 | Topics in Applied Statistics | |
| or MATH 461 | Probability Theory | |
Computational Methods | ||
| CS 411 | Database Systems | 3 or 4 |
| CS 450 | Numerical Analysis | 0 to 4 |
| or CSE 401 | Numerical Analysis | |
| CS 466 | Introduction to Bioinformatics | 3 or 4 |
| ECE 448 | Artificial Intelligence | 3 or 4 |
| GEOG 489 | 4 | |
| LING 402 | Tools & Tech Spch & Lang Proc | 3 |
| STAT 440 | Statistical Data Management | 3 or 4 |
| TAM 470 | Computational Mechanics | 3 or 4 |
| or CSE 450 | Computational Mechanics | |
| Application Coursework/Computing Elective | 9 | |
OPTION 1 | ||
| Three 400-level CSE courses; see list below: | ||
| Core Courses: | ||
| CSE 401 | Numerical Analysis | 3 or 4 |
| CSE 402 | Parallel Progrmg: Sci & Engrg | 3 or 4 |
| CSE 408 | Applied Parallel Programming | 4 |
| CSE 510 | Numerical Methods for PDEs | 4 |
| CSE 527 | Scientific Visualization | 4 |
| Computing Electives. Courses below are topically organized and are cross listed with many departments. Double counting from Core courses and application courses is not allowed. Choose Option 1 or Option 2 below. | ||
| Option 1 | ||
Biological, Chemical and Atmospheric Sciences: | ||
| CHEM 576 | Computational Chemical Biology | 4 |
| CS 466 | Introduction to Bioinformatics | 3 or 4 |
| CEE 534 | Surface Water Quality Modeling | 4 |
| CEE 557 | Groundwater Modeling | 4 |
| CSE 566 | Numerical Fluid Dynamics | 4 |
| CHEM 550 | Advanced Quantum Dynamics | 4 |
Computer Software, Hardware and Graphics | ||
| CSE 402 | Parallel Progrmg: Sci & Engrg | 3 or 4 |
| CSE 422 | Computer System Organization | 3 or 4 |
| CSE 423 | Operating Systems Design | 3 or 4 |
| CSE 426 | Software Engineering I | 3 or 4 |
| CSE 427 | Interactive Computer Graphics | 3 or 4 |
| CSE 429 | Software Engineering II | 3 or 4 |
| CSE 521 | Computer Architecture | 4 |
| CSE 522 | Parallel Computer Architecture | 4 |
| CSE 527 | Scientific Visualization | 4 |
Electronics and Electromagnetics: | ||
| CSE 530 | Computational Electromagnetics | 4 |
| CSE 532 | Numerical Circuit Analysis | 4 |
Fluid Mechanics | ||
| CSE 450 | Computational Mechanics | 3 or 4 |
| CSE 461 | Computational Aerodynamics | 3 or 4 |
| CSE 560 | Computational Fluid Mechanics | 4 |
| CSE 561 | ||
| CSE 566 | Numerical Fluid Dynamics | 4 |
| CSE 412 | Numerical Thermo-Fluid Mechs | 2 to 4 |
Numerical Computing: | ||
| CSE 401 | Numerical Analysis | 3 or 4 |
| CSE 414 | Algorithms | 4 |
| CSE 441 | Introduction to Optimization | 3 or 4 |
| CSE 510 | Numerical Methods for PDEs | 4 |
| CSE 511 | Iterative & Multigrid Methods | 4 |
| CSE 512 | Parallel Numerical Algorithms | 4 |
| CSE 513 | Topics in Numerical Analysis | 4 |
| CSE 515 | Algorithms | 4 |
| CS 598 | Special Topics (Integral Equation and Fast Algorithms) | 2 to 4 |
| CSE 517 | Adv Finite Element Methods | 4 |
| CSE 553 | Computational Inelasticity | 4 |
Other Related Fields: | ||
| TAM 598 | Advanced Special Topics (Uncertainty Quantification) | 1 to 4 |
| CS 598 | Special Topics (Integeral Equations and Fast Methods) | 2 to 4 |
| CEE 528 | Construction Data Modeling | 4 |
| ASTR 510 | Computational Astrophysics | 4 |
Physics and Materials Science: | ||
| CSE 485 | Atomic Scale Simulations | 3 or 4 |
| MSE 498 | Special Topics (Atomic Scale Simulations) | 1 to 4 |
| AE 598 | Special Topics (Mult-scale Modeling of Materials) | 1 to 4 |
Power Systems, Control and Signal and Image Processing: | ||
| CSE 441 | Introduction to Optimization | 3 or 4 |
| CSE 543 | Topics in Image Processing | 4 |
| ECE 513 | Vector Space Signal Processing | 4 |
| ECE 558 | Digital Imaging | 4 |
Solid Mechanics: | ||
| CSE 450 | Computational Mechanics | 3 or 4 |
| CSE 451 | Finite Element Analysis | 3 or 4 |
| CSE 517 | Adv Finite Element Methods | 4 |
| CSE 551 | Finite Element Methods | 4 |
| CSE 552 | Nonlinear Finite Elements | 4 |
| ME 570 | Nonlinear Solid Mech Design | 4 |
| TAM 598 | Advanced Special Topics (Computational Nonlinear Dynamics) | 1 to 4 |
Statistics and Data Sciences: | ||
| CSE 428 | Statistical Computing | 3 or 4 |
| CSE 440 | Statistical Data Management | 3 or 4 |
| CSE 448 | Advanced Data Analysis | 4 |
| CSE 525 | Topics in Computational Statistics | 4 |
| STAT 530 | Bioinformatics | 4 |
| CSE 542 | Statistical Learning | 4 |
| STAT 430 | Topics in Applied Statistics (Big Data Analysis Foundation; Basics of Statistical Learning) | 3 or 4 |
| STAT 432 | Basics of Statistical Learning | 3 or 4 |
| CS 412 | Introduction to Data Mining | 3 or 4 |
| CS 410 | Text Information Systems | 3 or 4 |
| OPTION 2 | ||
Two 400-level CSE courses listed above AND an independent study on a computational topic. In order for an independent study to fulfill the minor requirement, the student must conduct the undergraduate research with one of the CSE affiliated faculty. | ||
for the Undergraduate Minor in Computational Science & Engineering