Course Recommendation
Recommended courses for new Ph.D. students.
| Course Number | Course Name | Note |
|---|---|---|
| MEEN 683 | Multidisciplinary System Analysis and Design Optimization | Core Course |
| MEEN 601 | Advanced Product Design | Core Course |
| MEEN 603 | Theory of Elasticity | Core Course |
| MEEN 602 | Modeling and Analysis of Mechanical Systems | |
| MEEN 653 | Scientific Writing | |
| MEEN 703 | Generative Design-Principles, Algorithms and Applications | |
| CSCE 620/VIZA 670 | Computational Geometry | |
| CSCE 624 | Sketch Recognition | |
| CSCE 625 | Artificial Intelligence | |
| CSCE 626 | Parallel Algorithm Design and Analysis | |
| CSCE 629 | Analysis of Algorithms | |
| CSCE 633 | Machine Learning | |
| CSCE 636 | Deep Learning | |
| CSCE 641/VIZA 672 | Computer Graphics | |
| CSCE 642 | Deep Reinforcement Learning | |
| CSCE 645/VIZA 675 | Geometric Modeling | |
| CSCE 653 | Computer Methods in Applied Sciences | |
| CSCE 654 | Supercomputing | |
| CSCE 658 | Randomized Algorithms | |
| CSCE 676 | Data Mining and Analysis | |
| CSCE 679/VIZA 676 | Data Visualization | |
| ECEN 629 | Applied Convex Optimization | |
| ECEN 740 | Machine Learning Engineering | |
| ECEN 743 | Reinforcement Learning | |
| ECEN 744 | Scientific Machine Learning | |
| ECEN 756 | Game Theory | |
| ECEN 760 | Introduction to Probabilistic Graphical Models | |
| STAT 601 | Statistical Analysis | Math Course |
| STAT 607 | Sampling | Math Course |
| STAT 630 | Overview of Mathematical Statistics | Math Course |
| STAT 638 | Introduction to Applied Bayesian Methods | Math Course |
| MATH 640 | Linear Algebra for Applications | Math Course |
| MATH 619 | Applied Probability | Math Course |
| MATH 651 | Optimization I | Math Course |
| MATH 677 | Mathematical Foundations for Data Science | Math Course |
| MATH 678 | Introduction to Topological Data Analysis | Math Course |
Feel free to check other courses at the graduate course descriptions page.
For more information, please see Ph.D. Mechanical Engineering course requirements.