Dr. Lili Ju received a research grant from Department of Energy Office of Science (DE-SC0022254) on "Reliable and Efficient Machine Learning for Leadership Facility Scientific Data Analytics". The total amount of the award is $300,000 for three years.
This is part of a large collaborative project involving five institutions: Oak Ridge National Laboratory (Lead Institution), Columbia University, Auburn University, University of South Carolina, and Florida State University. We propose to establish mathematical foundations of the prioritized scientific machine learning (SciML) methods for extracting interpretable information from scientific data, inferring physical laws, and steering experiments toward scientific discovery. This project will not only focus on developing novel SciML algorithms that can be practically used to analyze massive scientific data, but also on establishing mathematical analysis on these methods.