The Department of Energy's Office of Science awarded a $399,999 federal Project Grant to Florida State University (FSU) under the Office of Science Financial Assistance Program (CFDA 81.049) for the "FEDNEMO: PHYSICS-INFORMED AND ENERGY-AWARE FEDERATED LEARNING OF NEURAL MULTI-OPERATOR LEARNERS AS SCIENTIFIC FOUNDATION MODELS" project. This grant provides funding from September 1, 2024 through August 31, 2025 to support fundamental scientific research focused on advancing physics-informed and energy-aware federated learning techniques for developing robust neural network models as scientific foundation models. The Project Grant aims to expand scientific understanding through hypothesis-driven research, innovative computational methods, and collaborative interdisciplinary approaches that can potentially transform technological capabilities in areas such as advanced computing and materials science.
Generated 3/4/25, 4:41 AM