Project Grant 2555144
- The National Science Foundation awarded the University of North Carolina at Chapel Hill $380,000 on July 1, 2026, under the Mathematical and Physical Sciences program (CFDA 47.049) for collaborative research on machine learning on stratified matrix manifolds under group actions. The project develops novel methodologies integrating topology, geometry, and machine learning to enable data-driven discovery across scientific domains. Work is organized into three thrusts: establishing mathematical and...
- The National Science Foundation Division of Mathematical Sciences awarded The University of North Carolina at Charlotte a $180,000 Project Grant under the Mathematical and Physical Sciences federal grant program (CFDA 47.049). The three-year award will support research using set-theoretic methods in topology and topological dynamics, providing opportunities for graduate student research training. Specifically, the university will explore the topological consequences of principles related to...
- This Project Grant award from the National Science Foundation's (NSF) Division of Mathematical Sciences under the Federal Grant Program "Mathematical and Physical Sciences" (CFDA 47.049) provides $149,999 to the University of North Carolina at Charlotte to support collaborative research on network analysis. The primary objectives of the research project are to: 1) investigate optimal transport-based distances for Markov embeddings of networks, 2) develop new methods for network...
- The National Science Foundation Division of Mathematical Sciences awarded the University of North Carolina at Chapel Hill $180,000 on August 15, 2026, under the Mathematical and Physical Sciences program (CFDA 47.049) to develop mathematical foundations and novel algorithms for structure-informed machine learning that incorporate intrinsic symmetries and group-equivariant neural networks. The project, performed in Chapel Hill, North Carolina, runs through July 31, 2029. Deliverables include...
- Federal Grant Award Summary The National Science Foundation (NSF), Division of Mathematical Sciences, awarded a $157,500 project grant to the University of North Carolina at Charlotte under the Mathematical and Physical Sciences program (CFDA 47.049) for a collaborative research initiative with the University of Warwick in the United Kingdom. The project, titled "A Novel Theory-Based Framework for Coarse-Graining and Simulating Stochastic Differential Equations for Crystalline...
- This $141,540 Project Grant awarded by the National Science Foundation's (NSF) Mathematical and Physical Sciences (MPS) program supports research at the University of North Carolina at Chapel Hill (UNC-CH) to develop analytical and computational tools for data-driven applications. The project will focus on signal/image recovery from limited data, exploring how to build effective mathematical models and design efficient algorithms to extract insights. Additionally, the project will integrate...
- The University of North Carolina at Charlotte will deliver collaborative research project services under a $249,929 Project Grant award from the National Science Foundation. The grant is part of NSF's Computer and Information Science and Engineering program (CFDA 47.070), which supports investigator-initiated research and education in computing, communications, and information science and engineering. Specifically, the University will conduct research on "Timely Computing and Learning...
- This National Science Foundation (NSF) Division of Mathematical Sciences Project Grant, funded under the Mathematical and Physical Sciences program (CFDA 47.049), supports the development of mathematical foundations and statistical methods for analyzing data with complex geometric structure. Awarded to the University of North Carolina at Chapel Hill on August 1, 2025, with total obligated funding of $299,978 through July 31, 2028, the project addresses fundamental challenges in data analysis for...
- The National Science Foundation Division of Mathematical Sciences awarded the University of North Carolina at Chapel Hill $199,730 under the Mathematical and Physical Sciences program (CFDA 47.049) on September 1, 2026, for research on interacting agent systems in optimal control and game theory. The recipient will develop mathematical frameworks for understanding large systems of interacting agents—such as economic systems, telecommunication grids, social networks, and generative AI...
- Federal Project Grant Award Summary The University of North Carolina at Chapel Hill received a $219,999 Project Grant from the National Science Foundation's Division of Mathematical Sciences (CFDA 47.049 – Mathematical and Physical Sciences) effective August 15, 2025, through July 31, 2028. This award supports fundamental research investigating the long-term behavior and scaling limits of interacting particle systems using advanced mathematical tools including hydrodynamic limits, fluctuation...
The National Science Foundation Division of Mathematical Sciences awarded the University of North Carolina at Charlotte $163,903 on August 15, 2026, under the Mathematical and Physical Sciences program (CFDA 47.049) to advance theoretical foundations for efficient computational approximations of the Wasserstein metric in machine learning and artificial intelligence applications. The project delivers research on transportation cost spaces and group actions on Banach spaces, with objectives centered on sharpening and developing new techniques for low-distortion embeddings of transportation cost spaces into the Banach space L1, and proving impossibility results for certain classes of approximations. The research addresses similarity measures between objects such as images and text documents represented as distributions in metric spaces, enabling more efficient compression schemes and smarter AI systems for image recognition, document retrieval, and classification tasks. The project also includes student mentorship and integration of results between functional analysis and computer science and computational mathematics communities through seminar and conference organization. Performance occurs in Charlotte, North Carolina, with an ultimate completion date of July 31, 2029. The award is classified as a Project Grant. UNC Charlotte receives the funding as part of the University of North Carolina System.
Mod # | Description | ReasonForModification | Federal Obligation | Date |
|---|---|---|---|---|
| Not listed | $163.9k | 8/6/26 |