Project Grant 2552323
- This Project Grant award of $250,000.00 from the National Science Foundation (NSF) under the Mathematical and Physical Sciences (CFDA 47.049) federal grant program supports research on the development of "tight relaxation methods" for solving complex optimization problems. The project, conducted by the University of California, San Diego (UCSD), focuses on advancing methods for locating global optima in nonlinear, nonconvex optimization problems, including applications such as...
- The National Science Foundation (NSF) Division of Mathematical Sciences awarded a $360,935 Project Grant to the University of California, San Diego (UCSD) under the Mathematical and Physical Sciences program (CFDA 47.049). The grant supports the development of accurate and efficient numerical methods for optimal chip layout and sensitivity analysis tools to improve the design and manufacturing of high-performance, power-efficient microprocessors. The project leverages the hierarchical and...
- This National Science Foundation (NSF) Project Grant under the Mathematical and Physical Sciences program (CFDA 47.049) will provide $295,000 to the University of California, San Diego (UCSD) from August 1, 2024 to July 31, 2027. The grant will support research focused on developing a broad theoretical framework and general scaling limit theory for high-dimensional stochastic differential equations. The research aims to advance the understanding of how the behavior of systems described by...
- The University of California, San Diego (UCSD) received a $300,000 Project Grant award from the National Science Foundation (NSF) under the Mathematical and Physical Sciences (CFDA 47.049) program. The grant supports the development of advanced computational and statistical methods for analyzing complex, dependent data from diverse scientific domains such as climate, economics, and neuroimaging. Key research thrusts include subsampling and resampling techniques for large datasets, robust...
- This $299,889 federal Project Grant award from the National Science Foundation's (NSF) Mathematical and Physical Sciences (CFDA 47.049) program supports research at the University of California, San Diego (UCSD) to develop algorithms for compressing and improving the efficiency of large neural networks used in modern artificial intelligence applications. The key products and services to be delivered include: The research project focuses on developing quantization, pruning, and low-rank...
- This $300,000 National Science Foundation project grant supports research into distributed optimization-based control of large-scale nonlinear systems with uncertainties from 2022-2025. Funded under the NSF Engineering program (CFDA 47.041), the award to the University of California, San Diego will advance mathematical foundations for distributed optimization algorithms robust to uncertainties. Researchers will design tracking controllers for local systems to follow optimization-derived...
- The University of California, San Diego will receive $200,000 from the National Science Foundation under a Project Grant award titled "NUMERICAL METHODS FOR NONLOCAL MODELS WITH APPLICATIONS TO MULTISCALE AND NONLINEAR SYSTEMS." The grant period runs from July 15, 2021 through June 30, 2024. The funding will support research into numerical methods for nonlocal models and their applications to multiscale and nonlinear systems, advancing the goals of the NSF's Mathematical and Physical...
- This $175,000 Project Grant award from the National Science Foundation's Mathematical and Physical Sciences program (CFDA 47.049) supports research to enhance the reliability of data analysis in modern, large-scale datasets. The University of California, Davis is conducting this 3-year project from July 1, 2025 to June 30, 2028, with a focus on developing new statistical and computational methods to analyze high-dimensional, noisy, and dynamically changing data, particularly for applications...
- The University of California, San Diego (UCSD) was awarded a $455,058 project grant from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) Federal Grant Program (CFDA 47.070). The 4-year project, which started on July 1, 2024, focuses on developing techniques for a mathematical understanding of deep learning and its application to a variety of neural network models and data sets. The key objectives are to: 1) compare different networks and understand...
- This National Science Foundation Project Grant award of $231,879 provides funding from July 15, 2022 through June 30, 2025 to support research into the dynamics of stochastic networks. Under the Mathematical and Physical Sciences program (CFDA 47.049), the University of California, San Diego will analyze and develop methods for approximating, controlling, and interpreting complex stochastic network models. Key areas of focus include justifying and analyzing approximations like fluid and...
The National Science Foundation (NSF) awarded a $181,124 Project Grant under the Mathematical and Physical Sciences program (CFDA 47.049) to the University of California, San Diego (UCSD) with a performance period from July 1, 2025 to May 31, 2026. The grant aims to advance large-scale optimization techniques with applications in fields such as signal processing, imaging, and artificial intelligence. The project will investigate how the performance of influential stochastic optimization algorithms can benefit from exploiting the "active manifold" structure in non-smooth stochastic optimization problems, with the goal of developing novel algorithms to leverage this property. The research will involve a mix of numerical experimentation, teaching, and discovery, engaging graduate students and postdoctoral researchers. The resulting algorithms are expected to enable more effective extraction of trends and patterns from large data sets, as well as more accurate predictions about unobserved data, with broad applications across science and engineering.
Mod # | Description | ReasonForModification | Federal Obligation | Date |
|---|---|---|---|---|
| Not listed | $181.1k | 9/18/25 |