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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
2023 Participants
Program Directors
Mette Olufsen – Professor of Mathematics
Faculty Mentors
Souradip Chattopadhyay – Postdoctoral Research Associate, NCSU
Karen Daniels – Distinguished Professor of Physics, NCSU
Joseph Hart – Sandia National Laboratory
Hangjie Ji – Assistant Professor of Mathematics, NCSU
Margaret Johnson – NASA Jet Propulsion Laboratory
Graduate Student Mentors
Md Ariffuzaman (Arif) – Applied Math PhD Student
Jessie Chen – Applied Math PhD Student
Naomi Giertych – Statistics PhD Student
Patrick Haughey – Math PhD Student
Paul Spears – Math PhD Student
Kristen Windoloski – Applied Math PhD Student
Students
Austin Barton – Georgia Institute of Technology
Ethan Ebbighausen – UNC Chapel Hill
Sophie Farr – Vassar College
Darsh Gandhi – University of Texas Arlington
Michala Gradner – Texas State University
Jonathan Greer – Howard University
Janet Jiang – Trinity University
Alexandria Johnson – University of South Florida
Jordan Klein – Appalachian State University
Shawn Koohy – University of Massachusetts Dartmouth
Riley Link – Creighton University
Julia Martello – Liberty University
Kathryn Massey – Marist College
Erin O’Neil – UCLA
Luis Schneegans – University of Missouri St Louis
Nicholas Simafranca – University of Minnesota
Emma Slack – Colorado State University
Zachary Turner – Arizona State University
Megan Vezzetti – NCSU
Bryant Willoughby – NCSU
