- DoD/ONR Project (~$1.6M, October 2018 - September 2023)
- Using Novel Scientific Machine Learning to Revolutionize Computational Methods for High-Energy-Density Physics
- Accurate and Efficient Understanding of Dynamic Materials under Extreme Conditions Through Novel Scientific Machine Learning
Background
Research Interests: Developing interpretable machine learning models to analyze large-scale multimodal dynamic data; keeping humans in the loop for interactive and continuous model improvement. Areas of Expertise: Machine Learning, Data Intensive Computing.
Miscellany
The Mining lab has multiple PhD and Postdoc positions in the general areas of machine learning and data mining.