Welcome to the SMART Lab!
At the SMART Lab, our mission is to pioneer advancements in nuclear engineering by integrating state-of-the-art machine learning with modeling and simulation techniques. Our focus is on three areas:
- Efficient Multiscale/Multiphysics Modeling & Simulation (M&S) and Uncertainty Quantification: We are committed to advancing computational methods that capture the complex, multiscale and multiphysics nature of reactor systems. Our research emphasizes not only the development of these models but also the analysis of the uncertainties inherent to them, aiming to secure dependable predictions that bolster system reliability.
- Data Analysis and Machine Learning for Engineering Insights: Utilizing machine learning, our team transforms heterogeneous data from both experiments and simulations into actionable insights. This analytical prowess supports enhanced decision-making processes.
- AI-Enhanced Control and Operation of Advanced Nuclear Systems: Our lab explores innovative applications of artificial intelligence to optimize the control and operation of nuclear systems. By crafting intelligent control mechanisms, we seek to elevate the efficiency, safety, and overall performance of these systems.
Openings
We are seeking an enthusiastic postdoc to advance the development and application of digital twins and AI agents in thermal-fluid facilities. A PhD degree in nuclear engineering and mechanical engineering or other related fields is required by the start date. The candidate is expected to have knowledge on AI/ML and experiment experience on thermal-hydraulics and/or instrumentation & control. Please contact Dr. Liu (y-liu@tamu.edu) if you are interested.
We have 1-2 openings every year for graduate students. The students should be highly motivated and are expected to work on AI/ML and its applications to nuclear technologies.
Highly motivated undergraduate students are welcome to participate in our research. Undergraduate students are encouraged to publish their research results.