People Archive | Department of Applied Mathematics and Statistics

Avanti Athreya

Associate Research Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Probability Stochastic processes

David Audley

Senior Lecturer

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Financial mathematics Term structure models Fixed income derivatives Quantitative portfolio strategies

Amitabh Basu

Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Optimization Discrete and Combinatorial Geometry Operations Research Convex Analysis Statistical and machine learning

Tamás Budavári

Associate Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Computational statistics Bayesian inference Low-dimensional embeddings Streaming algorithms Parallel processing on GPUs Scientific databases Survey astronomy

Haoyang Cao

Assistant Professor

Department of Applied Mathematics and Statistics

Research Areas

Stochastic controls Stochastic differential games Mean-field games Generative models Transfer learning Financial mathematics

Beryl Castello

Senior Lecturer

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Operations research Optimization Facility location Inventory modeling

Mateo Diaz

Assistant Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Optimization Statistics Data science Machine learning Signal processing

Gregory Eyink

Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Mathematical physics Fluid mechanics Turbulence Dynamical systems Partial differential equations Nonequilibrium statistical physics Geophysics and climate

James Fill

Professor Emeritus

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Probability Stochastic processes Random structures and algorithms

Donniell Fishkind

Associate Research Professor, Director of Undergradute Studies

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Graph theory Matrix analysis

Roza Galeeva

Senior Lecturer

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Commodity markets Mathematical finance Dynamical systems Geometry

Donald Geman

Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Image analysis Statistical learning Bioinformatics

Helyette Geman

Research Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Financial mathematics Commodities

Edinah Gnang

Assistant Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Discrete mathematics Graph theory Multilinear algebra Image analysis Experimental math

Benjamin Grimmer

Assistant Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Design and analysis of algorithms for continuous optimization problems beyond the limited areas where classical theory applies

Su Ji Hong

Senior Lecturer

Department of Applied Mathematics and Statistics

Research Areas

Algebraic combinatorics Lattice polytopes Cluster algebras

Taylor Jones

Lecturer

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Fractal geometry Probability Dynamical systems

Ioannis (Yannis) Kevrekidis

Bloomberg Distinguished Professor

Department of Chemical and Biomolecular Engineering Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Algorithms, data, and the computer-assisted modeling of complex dynamical systems

Dmitriy (Tim) Kunisky

Assistant Professor

Department of Applied Mathematics and Statistics

Research Areas

Probability Statistics Mathematical data science Convex optimization Discrete mathematics

Sergey Kushnarev

Senior Lecturer

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Applied statistics Shape analysis Pattern theory Medical imaging

Holden Lee

Assistant Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Machine learning Data science Probability

Nicolas Loizou

Assistant Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Optimization and operations research Data science Computational and applied mathematics Statistics and machine learning

Mauro Maggioni

Bloomberg Distinguished Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Analysis Partial differential equations Algebraic topology Big data Data intensive computation Harmonic analysis over manifolds and over discrete structures

Mario Micheli

Senior Lecturer

Department of Applied Mathematics and Statistics

http://www.ams.jhu.edu/~mmiche18/

Email:

[email protected]

Research Areas

Mathematical image processing Shape analysis Variational methods Applied statistics Mathematical 3D printing

John Miller

Senior Lecturer

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Financial mathematics Equity derivative trading and risk management Number theory

Daniel Naiman

Professor, Associate Department Head and Director of Graduate Studies

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Statistics Computational probability Bioinformatics

Apurva Nakade

Senior Lecturer

Department of Applied Mathematics and Statistics

Email:

[email protected]

Eliza O’Reilly

Assistant Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Math of data science Stochastic and convex geometry Point processes High dimensional probability Statistical learning theory

Carey Priebe

Professor and Director of Mathematical Institute for Data Science

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Computational statistics Kernel and mixture estimates Statistical pattern recognition Statistical image analysis Dimensionality reduction Model selection Statistical inference for high-dimensional and graph data

Luana Ruiz

Assistant Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Large-scale graph machine learning Graph neural networks Signal processing Data science

Fadil Santosa

Professor and Yu Wu and Chaomei Chen Department Head

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Image processing Mathematical modeling (partial differential equations) Inverse problems (differential equations) Machine learning Optimal experiment design Photonics

Edward Scheinerman

Professor and Vice Dean for Special Projects

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Discrete Mathematics Partially Ordered Sets Random Methods Graph Theory

James Spall

Research Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Stochastic systems Parameter estimation Stochastic optimization Monte Carlo methods and simulation Neural networks Control systems System identification and Kalman filtering Mathematical statistics Optimization theory Uncertainty calculation

Fred Torcaso

Senior Lecturer

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Stochastic processes Asymptotics and partial differential equations

Soledad Villar

Assistant Professor

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Representation learning Graph neural networks Equivariant machine learning Mathematical data science

John Wierman

Professor Emeritus

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Probability Stochastic processes Statistics Discrete mathematics Percolation theory Random graphs

Kaze Wong

Assistant Research Professor

Department of Applied Mathematics and Statistics

Website

Email:

[email protected]

Research Areas

Open-source scientific software engineering Bayesian inference Deep learning Data science Digital twins

Yanxun Xu

Associate Professor, Joseph and Suzanne Jenniches faculty scholar

Department of Applied Mathematics and Statistics

Email:

[email protected]

Research Areas

Bayesian statistics Cancer genomics Clinical trial design Graphical models Nonparametric Bayesian statistical inference for big data analysis HIgh-throughput genomic data Proteomics data