The University of California, San Diego (UCSD) was awarded a $400,000 Project Grant from the Department of Energy's (DOE) Office of Science Financial Assistance Program (CFDA 81.049) with a performance period from September 1, 2024 to August 31, 2025. The grant supports UCSD's "FEDNEMO: PHYSICS-INFORMED AND ENERGY-AWARE FEDERATED LEARNING OF NEURAL MULTI-OPERATOR LEARNERS AS SCIENTIFIC FOUNDATION MODELS" research project. This effort aims to advance the state of artificial intelligence and machine learning capabilities for scientific applications through the development of novel federated learning techniques that are physics-informed and energy-efficient. UCSD will leverage its expertise in areas such as cognitive science, computer science, and engineering to deliver transformative technologies to support DOE's mission in energy, economic, and national security.
Generated 2/25/25, 5:41 AM