All Cases

The petitioner proposes to develop AI-driven activity monitoring methods for quality assurance in large-scale digital systems. The work focuses on identifying risks earlier and improving reliability to reduce costly disruptions across complex software platforms.

The petitioner proposes to develop and deploy advanced algorithms that leverage biosensor data from biowearables for proactive health management. The work focuses on building predictive and decision-support models that identify physiological patterns early to guide safer medical interventions. The goal is to translate constant streams of data into reliable, safety-aware decisions for managing chronic conditions.

The petitioner proposes to advance electric powertrain systems by improving control techniques, traction inverters, and electric motor designs. This work focuses on raising energy efficiency, extending vehicle range, and making electric vehicles more affordable and reliable through optimized power movement from batteries to wheels.

The petitioner proposes to investigate and target innate immune pathways to enhance cancer immunotherapy and identify new therapeutic targets, specifically for T-cell malignancies. The work focuses on developing new treatment strategies for T-cell lymphoma to understand why certain patients do not respond to current treatments.

The petitioner proposes to develop and apply specialized computational methods to interpret large-scale genomics and transcriptomics data, specifically focusing on RNA-seq interpretation, immune regulation, and stem cell analysis. This work aims to translate complex biological datasets into actionable biomarkers and therapeutic targets to guide clinical decision-making.

The petitioner proposes to investigate cardiac physiology in the context of heart failure using mouse models to facilitate successful therapeutic interventions for cardiovascular diseases. The work focuses on identifying therapeutic targets and evaluating pharmacological compounds and cell-derived products to improve treatment pathways. This research aims to provide actionable insights into how heart failure develops and progresses to support translational decision-making.

The petitioner proposes to continue her research in breast oncology, specifically identifying genomic markers and tumor microenvironmental determinants to manage breast cancer progression. Her work focuses on distinguishing between high-risk patients requiring immediate intervention and low-risk patients suitable for non-surgical watchful waiting. This research aims to facilitate new immune-based treatments and reduce the burden of unnecessary surgeries in the U.S. healthcare system.

The petitioner proposes to continue their research in building science, specifically focusing on improving energy efficiency in buildings through innovative computational modeling and data science approaches. This work aims to advance energy-efficient building design, resilient infrastructure, and affordable housing solutions across the United States.

The petitioner proposes to develop AI-enabled digital twin systems, sensor-integrated monitoring, and predictive planning models to strengthen industrialized construction and resilient infrastructure. The work focuses on shifting infrastructure management from reactive to predictive data-informed decisions to reduce cost overruns and safety risks. Applications include energy-efficient building systems and climate-adaptive planning for long-term sustainability.

The petitioner proposes to apply advanced molecular biology and multi-omics approaches to develop novel small-molecule inhibitors and RNA-based therapeutics. This work focuses on precisely targeting dysregulated signaling pathways to create therapeutic strategies for cancers, complex genetic disorders, and pathogen-induced infections.