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NC State University DRUMS Program
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Program Description
Research Projects
Current and Future Projects
Deciphering cell cycle from single-cell gene expression data using TDA and optimal transport
Bayesian optimization for bladeless turbine computational fluid dynamics simulations
Mathematical modeling of interfacial fluids
Randomized algorithms for Bayesian Inverse Problems based on random Fourier features
Health effects of urban heat islands with changing climate w/personal monitoring devices
Sensitivity analysis of biologically informed neural networks for collective cell migration
Social impacts of cardiovascular disease risk assessed using the NIH-All-of-US-Data
Quantifying flood risk using machine learning and data integration
Inference of global atmospheric states from sparse observations
Species distribution modeling of North American mammals using data integration
Activities
Participants
Publications
Gallery
Past Programs
Casual analysis of cell-cell communication with single-cell and spatial omics data
Using modeling and data analysis to study congenital vascular disease
VIEWS prediction challenge
Modeling the dynamics of platelet-like particles under ultrasound stimulation forwound healing applications
Multi-Armed Bandit Problems for Assignment of Patients in Clinical Trials
PK/PD translational modeling for dose selection in clinical trial design
Application
2022 Participants
Faculty Mentors
Shu Yang – Associate Professor of Statistics, NCSU
Sharon Lubkin
– Professor of Mathematics
Program Directors
Mette Olufsen – Professor of Mathematics
Graduate Student Mentors
Justen Geddes
Eric Schoen
Students
Bruce Brewer
Mason Lu
Johnny Rajala
Jeremiah Burden
Casey Lang
Bethany Fetsko
Henry Shugart
Kelly Wentzlof
Gabe McClinton
Anthony Wang
Anna Fortunato
