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
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
Booth, Maxwell
Adviser(s): Donniell Fishkind
Research Interests: PDEs, Stochastic Analysis, Machine Learning
Research Area: Applied and Computational Mathematics, Data Science, Probability, and Statistics
Brindle, Benjamin
Adviser(s): Nicolas Charon
Research Interests: Machine learning, Optimal control, Applications to medicine
Research Area: Applied and Computational Mathematics
Brown, JaJuan
Adviser(s): TBD
Research Interests: Probability, Statistics, Machine Learning
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, Gaoming (Carsten)
Adviser(s): TBD
Research Interests: Inverse Problem(PDE), Applied and Computational Mathematics
Research Area: Applied and Computational Mathematics
Chen, Nan
Adviser(s): Luana Ruiz
Research Interests: Graph machine learning, Equivariant representation learning
Research Area:
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
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
Dai, Michelle
Adviser(s):
Research Interests:
Research Area:
De, Debsurya
Adviser(s): Mauro Maggioni
Research Interests: Public Health, Causal Inference, Genetics, Mobile Health
Research Area: Data Science, Financial Mathematics, 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
Fernando, Beruwalathotage Amila Canicius Dilum
Adviser(s): Soledad Villar
Research Interests: Generative Models, Geometric Deep Learning
Research Area: Data Science
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
Hao, Chia-Chenga
Heffren, David
Adviser(s): Laurent Younes
Research Interests: Machine Learning, Computer Vision, Geometric Applications to Stats
Research Area: Data Science and Statistics
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
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
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): Yanxun Xu
Research Interests: Biostatistics, Bayesian Statistics
Research Area: Data Science and Statistics
Labassi, Abdel Ghani
Adviser(s): Mateo Diaz
Research Interests: Large-Scale Machine Learning
Research Area: Optimization and Statistics
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): Soledad Villar
Research Interests: Graph Neural Networks, Equivariance Deep Learning
Research Area: Data Science
McPherson, Ian Oliver
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
Ohata, Merrick
Adviser(s): TBD
Research Interest: Machine Learning, Mathematical Modeling
Research Area: Applied and Computational Mathematics, Data Science, and Statistics
Olatunji, Peter
Adviser(s): Dan Naiman
Research Interest: Applied and Computational Mathematics, Mathematical Biology
Research Area: Applied and Computational Mathematics, Data Science, and Mathematical Biology
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
Rivas-Sobie, Caelyn
Rudge, Kaleigh
Adviser(s): Fadil Santosa
Research Interests: PDEs, Integral Equations, Mathematical Physics
Research Area: Applied and Computational Mathematics
Salis, Charalampos
Adviser(s): Nicolas Loizou
Research Interests: Machine Learning, Optimization and Operations research
Research Area: Data Science and Optimization and Operations research
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:
Song, Xinyue (Della)
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
Tsou, Adam
Adviser(s):
Research Interests:
Research Area:
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, Haoyu
Adviser(s): Luana Ruiz
Research Interests: Machine learning, Graph Neural networks, Random graphs, Probability Theory
Research Area: Data Science, Discrete Mathematics, Probability, and Statistics
Wang, Tianyu (Tim)
Adviser(s): Carey Priebe
Research Interests: Random graphs, Statistical learning
Research Area: Data Science and Statistics
Wang, Zekun (Bill)
Adviser(s): Carey Priebe
Research Interests: Random graphs, Statistical learning
Research Area: Data Science and Statistics
Weinberg, Benjamin
Adviser(s): Tamas Budavari
Research Interests: Biomedical Signal Processing, System Identification, Machine Learning
Research Area: Data Science
Wen, Yaxin (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): Benjamin Grimmer
Research Interests: Optimization, Statistics
Research Area: Statistics and Optimization and Operations Research
Xu, Rongyu
Adviser(s): Edinah Gnang
Research Interests: Applied and Computational Mathematics, Discrete Mathematics
Research Area: Applied and Computational Mathematics, Discrete Mathematics
Yan, Shengyi
Adviser(s):
Research Interests:
Research Area:
Yang, Zhouhao
Adviser(s): Haoyang Cao
Research Interests: Deep Learning, PDEs, Optimization, Generative Models, Bandits, High-dimensional Statistics
Research Area: Applied and Computational Mathematics, Data Science, Optimization and Operations Research, Statistics
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
Zhan, Yufei
Adviser(s):
Research Interests:
Research Area:
Zhang, Geng
Adviser(s): TBD
Research Interests:
Research Area:
Zhang, Jiayue
Adviser(s):
Research Interests:
Research Area:
Zhang, Ruijia
Adviser(s):
Research Interests:
Research Area:
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
Zhao, Yao
Adviser(s): Yanxun Xu
Research Interests: Computation Medicine, LLM, Deep Learning
Research Area: Data Science, Mathematical Biology, and Statistics
Zheng, Yinghao
Adviser(s): Mateo Diaz
Research Interests: Machine Learning, Optimization
Research Area: Data Science, Optimization and Operations Research, and Statistics
Zhu, Xiangyi
Adviser(s): TBD
Research Interests: Random Matrices, Linear Algebra
Research Area: Applied and Computational Mathematics, Data Science, Probability
Zong, Haotian
Adviser(s): Luhao Zang
Research Interests: Sequential Decision Making Under Uncertainties, Hypothesis Testing, Mechanism Design, Optimal Control
Research Area: Optimization and Operations Research, Probability, and Statistics
AMS Graduate Student Seminar Series
Our PhD students in the Department of Applied Mathematics and Statistics host weekly seminars to present their research and share insights on interesting topics in applied math and statistics. Explore our upcoming talks and stay informed!