Our Team of Experts
Translational Data Science Unit Faculty
Dr. Abhijit Mandal
Data Analytics Lab Director
Associate Professor
Website
Dr. Mandal's research interests are robust inference, nonparametric statistics, big data analysis, genetics, MCMC, signal processing.
Dr. Ritwik Bhattacharya
Resource Scientist
Assistant Professor
Dr. Suneel B. Chatla
Resource Scientist
Assistant Professor
Dr. Chatla's research focuses on nonparametric methods for dependent and high-dimensional data.
Dr. Asim Kumer Dey
Resource Scientist
Assistant Professor
Dr. Dey’s research focuses broadly on statistical methods for complex networks, topological and geometric data analysis, data depth methods, extreme value modeling, and their applications to power systems, critical infrastructures, blockchain data analytics, environment, epidemiology, and finance.
Dr. Ming-Ying Leung
Resource Scientist
Professor
Website
Dr. Leung's research centers on probabilistic modeling and statistical bioinformatics, focusing on the applications of Markov models, Poisson approximations, and the scan statistics to biomolecular sequence analysis. Her current research involves the prediction of RNA secondary structures in viral genomes, and posttranslational modification sites in proteins.
Dr. M. Christina Mariani
Resource Scientist
Professor, Department Chair
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Dr. Mariani's research centers on Stochastic Analysis and Machine Learning techniques; Stochastic, Partial and Ordinary Differential Equations, Mathematical Finance, Mathematical Physics.
Dr. Ori Rosen
Resource Scientist
Professor
Website
Dr. Rosen has been part of the Statistical Consulting Lab since 2005. Research interests include: bayesian computational methods, ecological inference, time series, functional data analysis.
Dr. Naijun Sha
Resource Scientist
Associate Professor
Website
Dr. Sha has been part of the Statistical Consulting Laboratory since 2002. Research interests include: classification and clustering, variable selection technique, bayesian approaches, bioinformatics.
Dr. Xiaogang Su
Resource Scientist
Professor
Website
Dr. Su's research interests include: tree-based methods, variable selection, survival analysis, causal inference, machine learning, data mining.
Dr. Son-Young Yi
Resource Scientist
Associate Professor
Website
Dr. Yi's research interests include: numerical methods for partial differential equations, multiscale analysis.
Dr. Peimeng Yin
Resource Scientist
Assistant Professor
Website
Dr. Yin's research interests focus on advanced numerical methods for modern PDE challenges, such as high derivatives, maximum principle preserving, singularities, high dimensions and multiscale.