Acharyya, Aranyak
Adviser(s): Carey Priebe
Ahmad, Zan
Adviser(s): Natalia Trayanova
Research Interests: Cardiovascular Modeling, Machine Learning , Computational Fluid Dynamics, Mathematical Physiology
Research Area: Applied and Computational Mathematics, Data Science, and Mathematical Biology
Augsburger, Ian
Adviser(s): Avanti Athreya
Research Interests: Stochastic Processes, Optimal Control, Mathematical Modeling, PDEs
Research Area: Applied and Computational Mathematics, Optimization and Operations research, and Statistics
Beatty, William
Adviser(s): Holden Lee
Research Interests: Data Science, Discrete Mathematics
Research Area: Data Science, Discrete Mathematics
Belkin, Eleanor
Adviser(s): Benjamin Grimmer
Research Interests: Optimization, Federated Learning
Research Area: Data Science and Optimization and Operations research
Brindle, Benjamin
Adviser(s): Nicolas Charon
Research Interests: Machine learning, Optimal control, Applications to medicine
Research Area: Applied and Computational Mathematics
Chalise, Parikshit
Adviser(s): Gregory Eyink
Research Interests: Network science, Graph theory
Research Area: Data Science and Discrete Mathematics
Chen, Guodong
Adviser(s): Carey Priebe
Research Interests: Statistical inference on time series of graphs, Network analysis, Temporal data analysis
Chen, Tianyi
Adviser(s): Carey Priebe
Research Interests: Statistics; statistical inference on network data, change point detection
Research Area: Data science and Statistics
Cheng, Hongyu
Adviser(s): Amitabh Basu
Research Interests: Combinatorial optimization, Theoretical deep learning, Convex analysis, Discrete geometry, Learning theory
Research Area: Applied and Computational Mathematics, Data Science, Discrete Mathematics, and Optimization and Operations research
Cheung, Crystal
Temporary Adviser(s): Soledad Villar
Research Interests: Graph-based Anomaly Detection, Constructive Mathematics, Algorithms and Theory of Computation
Research Area: Applied and Computational Mathematics and Discrete Mathematics
Choudhury, Sayantan
Adviser(s): Nicolas Loizou
Research Interests: Stochastic Optimization, Extragradient Methods, Applications in Machine Learning, Federated Learning, Decentralized Training
Research Area: Applied and Computational Mathematics, Data Science, and Optimization and Operations research
Clemens-Sewall, Mary Versa
Adviser(s): Jeremias Sulam
Research Interests: Fairness Methods for Machine Learning Algorithms
Research Area: Data Science and Statistics
Cui, Qiming
Adviser(s): Michael Dinitz
Research Interests: Approximation Networks Algorithms Design and Analysis, Discrete Optimization, Machine Learning
Research Area: Data Science, Discrete Mathematics, and Optimization and Operations research
De, Debsurya
Adviser(s): Mauro Maggioni
Research Interests: Public Health, Causal Inference, Genetics, Mobile Health
Research Area: Data Science, Financial Mathematics, and Statistics
Fiedorowicz, Barbara
Adviser(s): Amitabh Basu
Research Interests: Optimization, Data Science, Machine Learning
Research Area: Optimization and Operations Research, Applied and Computational Mathematics
Gregory, Wilson
Adviser(s): Soledad Villar
Research Interests: Machine Learning, Dimensionality Reduction, Equivariances
Research Area: Data Science
Henrichsen, Drew
Adviser(s): Yanxun Xu
Research Interests: Bayesian Statistics, Rendezvous Search, Optimization, Natural Language Processing, Data Science
Research Area: Data Science, Mathematical Biology, and Probability
Holden, Roxanne
Adviser(s): Fadil Santosa
Research Interests: Graph Theory, Cryptography, Natural Language Processing
Research Area: Data Science, Mathematical Biology, and Probability
Research Area: Applied and Computational Mathematics and Discrete Mathematics
Hong, Mao
Adviser(s): Yanxun Xu
Research Interests: Bayesian Methods, Reinforcement Learning
Research Area: Data Science and Statistics
Hou, Jiahao
Adviser(s): Maxim Bichuch
Research Interests: Financial mathematics, PDEs, Machine learning
Research Area: Data Science and Financial Mathematics
Hu, Xiaotong
Adviser(s): Helyette Geman
Research Interests: Financial Mathematics
Research Area: Financial Mathematics
Huang, Ningyuan (Teresa)
Adviser(s): Soledad Villar, Carey Priebe
Research Interests: Graph Representation Learning, Equivariant Machine Learning, Theory of Deep Learning
Research Area: Statistics
Hudes, Matthew
Adviser(s): Gregory Eyink
Research Interests:
Research Area: Applied and Computational Mathematics
Izquierdo Lehmann, Pedro
Adviser(s): TBD
Research Interests: Optimization, Data Science, Signal Processing, Computational Medicine
Research Area: Data Science, Mathematical Biology, and Optimization and Operations research
Jung, Lee Seon (Yi Sun)
Adviser(s): Mauro Maggioni
Kelterborn, Chad
Adviser(s): Fadil Santosa
Kerger, Phillip
Adviser(s): Amitabh Basu
Research Interests: Optimization, Quantum Computing, Applications in Machine Learning
Research Area: Discrete Mathematics, Optimization and Operations research, and Statistics
Kevrekidis, George
Adviser(s): Gregory Eyink
Research Interests:
Kim, Hadden
Adviser(s): Tamer Zaki
Research Interests: Numerical methods, Partial Differential Equations, Machine Learning
Research Area: Applied and Computational Mathematics and Statistics
Korpela, Eero
Adviser(s): Donald Geman
Research Interests: Statistics, Data Science, Computational Medicine
Research Area: Applied and Computational Mathematics, Data Science, and Financial Mathematics
Lang, Lang
Adviser(s): TBD
Research Interests: Biostatistics, Bayesian Statistics
Research Area: Applied and Computational Mathematics, Data Science, Optimization and Operations research and Statistics
Labassi, Abdel Ghani
Adviser(s): Benjamin Grimmer
Research Interests: Optimization and Data Science
Research Area: Optimization and Data Science
Le, My
Adviser(s): Daniel Naiman
Research Interests: Data Science, Statistics, Applications in Healthcare and Finance
Research Area: Applied and Computational Mathematics, Data Science, Optimization and Operations research and Statistics
Li, Jiahui
Adviser(s): Donniell Fishkind
Lim, Josiah
Adviser(s): Tamás Budavári
Research Interests: Machine Learning, Bayesian Statistics, Optimization, Signal Processing
Research Area: Applied and Computational Mathematics, Data Science, Optimization and Operations research and Statistics
Lin, Jianyu
Adviser(s): Donniell Fishkind
Research Interests: Graph theory, Graph matching
Research Area: Applied and Computational Mathematics, Probability, and Statistics
Lin, Kailee
Adviser(s): Edinah Gnang
Research Interests: Discrete math, functional graph theory
Research Area: Discrete Mathematics
Liu, Ning
Adviser(s): Benjamin Grimmer
Research Interests: Optimization
Research Area: Optimization and Operations research
Liu, Yechen
Adviser(s): Laurent Younes
Research Interests: Shape Analysis, Geometry Processing, Medical Imaging
Research Area: Applied and Computational Mathematics
Lohr, Michele
Adviser(s): Laurent Younes
Research Interests:
López Castaño, Daniel
Adviser(s): Soledad Villar
Research Interests: Machine Learning, Geometric Deep Learning, Spectral Geometry
Research Area: Applied and Computational Mathematics, Data Science, and Statistics
Luner, Alan
Adviser(s): Benjamin Grimmer
Research Interests: Optimization
Research Area: Optimization and Operations research
Ma, Yuxin
Adviser(s): TBD
Research Interests: Geometric Deep Learning, Graph Neural Networks
Research Area: Data Science
McPherson, Ian
Adviser(s): Mauro Maggioni
Research Interest: Data Science, Dimension Reduction, High-Dimensional Statistics, Manifold Learning
Research Area: Applied and Computational Mathematics, Data Science, and Statistics
Deberaldini Netto, Caio Fabricio
Adviser(s): Luana Ruiz
Research Interests: Machine Learning, Graph Representation Learning, Graph Neural Networks
Research Area: Applied and Computational Mathematics and Data Science
Ohata, Merrick
Adviser(s): TBD
Research Interest: Machine Learning, Mathematical Modeling
Research Area: Applied and Computational Mathematics, Data Science, and Statistics
Park, Se Hee
Adviser(s): Yanxun Xu
Research Interest: Statistics, Causal Inference, Bayesian Statistics
Research Area: Data Science and Statistics
Peng, Lowen
Adviser(s): Gregory Eyink
Research Interests: Stochastic Analysis, PDEs, Mathematical Physics, Turbulence
Research Area: Applied and Computational Mathematics and Probability
Quan, Hao
Adviser(s): Gregory Eyink
Research Interests: PDEs, Mathematical Physics, Turbulence
Research Area: Applied and Computational Mathematics
Rudge, Kaleigh
Adviser(s): Fadil Santosa
Research Interests: PDEs, Integral Equations, Mathematical Physics
Research Area: Applied and Computational Mathematics
Samakhoana, Thabo
Adviser(s): Benjamin Grimmer
Research Interests: Optimization
Research Area: Optimization and Operations research
Santana-Gijzen, Matheau
Adviser(s): John Wierman
Research Interests:
Sawczuk, Hamilton
Adviser(s): Edinah Gnang
Research Interests: Linear Algebra, Graph Theory
Research Area: Discrete Mathematics, Optimization and Operations research, and Statistics
Searns, Andrew
Adviser(s): Benjamin Grimmer
Research Interests: Applied and Computational Mathematics; Graph Theory; Algorithms; Optimization
Research Area: Applied and Computational Mathematics, Discrete Mathematics, and Mathematical Biology
Siegelmann, Roy
Adviser(s): Carey Priebe
Research Interests:
Sobie, Caelyn
Adviser(s): TBD
Research Interests: Applied and computational mathematics, Optimization, PDEs
Research Area: Applied and Computational Mathematics, Mathematical Biology, and Optimization and Operations research
Song, Xinyue
Adviser(s): Maxim Bichuch
Research Interests: Financial mathematics, Energy markets, Game theory
Research Area: Data Science and Financial Mathematics
Sun, Ao
Adviser(s): Dan Naiman
Research Interests: Probability Theory, Stochastic Processes
Sun, Shiqing
Adviser(s): James Spall
Research Interests: Stochastic optimization, Gradient-based sampling
Research Area: Data Science, Statistics, and Optimization and Operations research
Wang, An
Adviser(s): Donald Geman, Laurent Younes
Research Interests: Bioinformatics, Markov Random Field
Research Area: Applied and Computational Mathematics, Data Science, and Statistics
Wang, Tianyu
Adviser(s): Carey Priebe
Research Interests: Random graphs, Statistical learning
Research Area: Data Science and Statistics
Wei, Shihong
Adviser(s): James Spall
Research Interests: State Estimation Problem, Filtering Algorithm, Nonlinear Dynamic System
Research Area: Probability and Statistics
Weinberg, Benjamin
Adviser(s): Tamas Budavari
Research Interests: Biomedical Signal Processing, System Identification, Machine Learning
Research Area: Data Science
Wen, Beatrix
Adviser(s): Donald Geman
Research Interests: Image processing, Deep Learning, Generative AI, Optimization, Machine learning
Research Area: Applied and Computational Mathematics, Mathematical Biology, and Optimization and Operations Research
Wu, Yue
Adviser(s): Yanxun Xu
Research Interests: Statistical theory, Bayesian theory, Reinforcement learning, Dynamic treatment regime
Research Area: Statistics
Xu, Rongyu
Adviser(s): Edinah Gnang
Research Interests: Applied and Computational Mathematics, Discrete Mathematics
Research Area: Applied and Computational Mathematics, Discrete Mathematics
Yang, Sichen
Adviser(s): Mauro Maggioni
Research Interests: Model reduction of differential equations, Manifold Learning, Reinforcement learning, High-dimensional data analysis, Community detection
Research Area: Applied and Computational Mathematics, Data Science, and Mathematical Biology
Yao, Dapeng
Adviser(s): Yanxun Xu
Research Interests: Bayesian statistics, High-dimensional statistics, Reinforcement Learning
Yizzi, Eileen
Adviser(s): TBD
Research Interests:
Research Area: Applied and Computational Mathematics and Mathematical Biology
Yue, Haiming
Adviser(s): Helyette Geman
Research Interests: Quantitative Finance, Stochastic Modeling, Commodities and Energy Markets
Research Area: Financial Mathematics
Zhang, Sichong
Adviser(s): Tamás Budavári
Research Interests: Stochastic differential equations, Random graphs, Statistical learning
Zhang, Zhiyue
Adviser(s): Yanxun Xu
Research Interests: Bayesian methods, Dynamic treatment regime, Deep reinforcement learning
Research Area: Applied and Computational Mathematics, Data Science, and Statistics
Zhen, Xinran
Adviser(s): Amitabh Basu
Research Interests: Optimization, Machine Learning, Deep Learning, Mathematical modeling
Research Area: Data Science, Financial mathematics, Optimization and Operation research
Zoll, Aaron
Adviser(s): Amitabh Basu
Research Interests: Optimization, Signal Processing, Integral Operator Theory
Research Area: Discrete Mathematics and Optimization and Operations research