Research Projects
Current
Integrating AI with Ramanomics and quantum science for label-free mapping of biochemical environment in live cells to advance cellular diagnosis and molecular medicine
quantum ramanomics molecular medicine
FDT-BioTech: Uncertainty Quantification in Deep Learning-Driven Digital Twins for Risk-Averse Decisions: Application in Type 1 Diabetes Management
digital twins glucose monitoring
Implementing Personalized Cross-Sector Transitional Care Management to Promote Care Continuity, Reduce Low-Value Utilization, and Reduce the Burden of Treatment for High-Need, High-Cost Patients
machine learning healthcare quality
Older
Building a Fair Recommender System for Foster Care Services within the Constraints of a Sociotechnical System
ethical AI foster care services
The Center for Hybrid Rocket Exascale Simulation Technology
machine learning exascale simulations
Beyond Compartment models: Using Big-Data to enhance models for controller development for the Artificial Pancreas
time series forecasting glucose monitoring
Manifolds for Extreme-scale Applied Data Science
machine learning advanced materials
Data is Social: Exploiting Data Relationships to Detect Insider Attacks
anomaly detection cybersecurity