Project Grant 2610668
- This National Science Foundation Project Grant of $133,850 supports research at Clemson University under the Mathematical and Physical Sciences program (CFDA 47.049) from August 15, 2022 through July 31, 2025. The award will fund the development of statistical analysis frameworks to incorporate abundant data features, including medical images, genetic information, and other patient characteristics, into precision medicine decision-making tools. Specifically, the researchers will adapt...
- The National Science Foundation Division of Mathematical Sciences awarded Clemson University $192,147 on September 1, 2026, under the Mathematical and Physical Sciences program (CFDA 47.049) to develop statistical methods for integrating sparse observational data with large synthetic event datasets to improve hazard assessment for rare geophysical events. The recipient will create a unified statistical framework that models hurricane storm surges, earthquake-generated tsunamis, and volcanic...
- The National Science Foundation Division of Mathematical Sciences awarded Clemson University $314,928 on August 1, 2026, under the Mathematical and Physical Sciences program (CFDA 47.049) to develop structured rational approximation and efficient Krylov methods for large-scale matrix computations. The award funds development of a unified mathematical framework and algorithms to accelerate matrix computations arising in simulation, control, model reduction, networks, quantum dynamics, data-driven...
- Federal Project Grant Award Summary Clemson University's Division of Research received a $165,000 Project Grant from the National Science Foundation's Mathematical and Physical Sciences program (CFDA 47.049), effective September 1, 2025, through August 31, 2028. This collaborative research initiative develops a comprehensive framework for the principled and responsible use of Artificial Intelligence (AI) technologies in data-intensive education research. The project addresses the critical need...
- The National Science Foundation Division of Computing and Communication Foundations awarded Clemson University $600,000 under the Computer and Information Science and Engineering program (CFDA 47.070) on October 1, 2026. The project develops computational methods for AI systems to coordinate with humans in safety-critical shared-autonomy environments where humans must interpret AI recommendations and take action within seconds. The work addresses the mismatch between current AI systems, which...
- The National Science Foundation Division of Mathematical Sciences awarded the University of South Carolina $159,813 on September 1, 2026, under the Mathematical and Physical Sciences program (CFDA 47.049) to develop generative bootstrapping methods for uncertainty quantification in massive dependent data. The project combines approximate inference for dependent data with generative artificial intelligence tools to enable faster, more reliable, and scalable uncertainty assessment for applications...
- The National Science Foundation Division of Graduate Education awarded Clemson University $225,428 on August 15, 2026, under the STEM Education program (CFDA 47.076) to develop adoptable educational materials for AI auditing competency in undergraduate and graduate computing programs. Clemson will create a theory-guided education package consisting of six modular curriculum units covering AI auditing frameworks, model assessment, and continuous model auditing. The deliverables include hands-on...
- The National Science Foundation Division of Mathematical Sciences awarded the Regents of the University of Michigan $179,183 on April 1, 2026, under the Mathematical and Physical Sciences program (CFDA 47.049) to develop an efficient statistical framework for individualized treatment selection in personalized medicine. The project will advance semiparametric modeling methods to estimate optimal individualized treatment rules across personalized medicine settings, addressing challenges...
- The National Science Foundation Division of Mathematical Sciences awarded Carnegie Mellon University $150,000 on July 1, 2026, under the Mathematical and Physical Sciences program (CFDA 47.049) for collaborative research on statistical foundations for scalable and robust data valuation in machine learning and artificial intelligence systems. The research develops statistical and machine-learning methods to measure the value of data contributions in AI model training and data-driven decision...
- The National Science Foundation Division of Biological Infrastructure awarded Clemson University $830,055 on September 1, 2026, under the Biological Sciences program (CFDA 47.074) to develop AIM4GREENS (Artificial Intelligence and Modeling for Gene Regulatory Engineering of Networks from Single-Cell Plant Atlases). The project will develop interpretable artificial intelligence frameworks and computational methods to reconstruct gene regulatory networks from single-cell multi-omic plant datasets....
The National Science Foundation Division of Mathematical Sciences awarded Clemson University $198,113 on September 1, 2026, under the Mathematical and Physical Sciences program (CFDA 47.049) to develop transparent and trustworthy artificial intelligence and statistical methods that integrate multimodal patient data—including medical images, genetic data, and clinical measurements—into individualized and adaptive medical treatment guidance. The project creates a unified statistical and machine learning framework for interpretable integration of biomedical data across medical imaging, genomics, and clinical variables, targeting factors that limit joint data use including high dimensionality, complex dependence, heterogeneity, and noise. Work emphasizes valid uncertainty quantification, theoretical rigor, and scalability across three coordinated efforts, with the first developing interpretable statistical learning for single-stage individual treatment decisions. The methods will be demonstrated using real patient data on Alzheimer's disease to support early detection, risk stratification, and personalized treatment. The project produces freely available software and trains graduate and undergraduate students in interdisciplinary research. Performance occurs at Clemson University in Clemson, South Carolina. The period of performance runs from September 1, 2026, through August 31, 2029.
Mod # | Description | ReasonForModification | Federal Obligation | Date |
|---|---|---|---|---|
| Not listed | $198.1k | 7/16/26 |