Department Research Areas
Computational Sciences, Artificial Intelligence, and Machine Learning
Rapid advancements in computational technology and artificial intelligence/machine learning (AI/ML) techniques have opened up possibilities across many engineering disciplines in the past few years. Mechanical and aerospace engineering faculty specializing in computational engineering are developing novel tools to model/design/analyze some of the most complex engineering problems including fluids, turbulence, aerospace, defense, robotics and control, and manufacturing, to name a few. The use of AI/ML methods will further advance our understanding as they offer many advantages such as:
- Unraveling hidden physics;
- Reducing development costs and accelerating timelines;
- Testing scenarios too expensive, dangerous, or impractical for traditional testing methods
- Providing rapid and accurate prediction tools as an alternative to expensive high-fidelity computations.
Similar research is also being carried out in medical imaging, robot-assisted care for patients, advanced mobility, and smart manufacturing providing opportunities for multidisciplinary projects and research. Much of our faculty’s research is supported through industry partnerships or funding from state and federal agencies.
Faculty Researchers
The following faculty work on research around manufacturing. Visit their profile pages to learn more about their specific areas of research.