Profiles

Leadership Team

Ying Wu

Program Chair, Applied Mathematics and Computational Science

phononics metamaterials wave propagation Acoustics

Faculty

Alessandro Astolfi

Professor, Applied Mathematics and Computational Science

Athanasios Tzavaras

Professor, Applied Mathematics and Computational Science

mathematical modelling Partial Differential Equations nonlinear PDEs continuum physics

Daniele Boffi

Associate Dean for Faculty, Computer, Electrical and Mathematical Sciences and Engineering

mixed finite elements fluid dynamics eigenvalue approximation numerical PDEs Finite elements

David Ketcheson

Professor, Applied Mathematics and Computational Science

numerical methods numerical analysis PDE nonlinear waves heterogenouse media dispersive waves optimization software development

David Keyes

Professor, Applied Mathematics and Computational Science

parellel computing numerical analysis computational science and engineering Partial Differential Equations spatial statistics machine learning quantum computing High Performance Computing scalable solvers software development

Diogo Gomes

Associate Dean for Students, Computer, Electrical and Mathematical Sciences and Engineering

mean-field games Hamilton-Jacobi equations nonlinear PDEs

Jinchao Xu

Professor, Applied Mathematics and Computational Science

applied mathematics deep learning PDEs

Katerina Nik

Assistant Professor, Applied Mathematics and Computational Science

Partial Differential Equations free boundary problems calculus of variations Mathematical Biology Microelectromechanical fluid dynamics mean curvature flow

Marc G. Genton

Al-Khawarzmi Distinguished Visiting Professor, Statistics

mathematical modelling visualization computational predictions spatio-temporal data analysis applied statistics

Matteo Parsani

Associate Professor, Applied Mathematics and Computational Science

Structure-Preserving Algorithms fluid dynamics High Performance Computing Numerical Optimization aeroacoustics

Miguel Urbano

Professor, Applied Mathematics and Computational Science

nonlinear PDEs free boundary problems regularity theory

Mikhail Moshkov

Professor, Applied Mathematics and Computational Science

machine learning data mining discrete optimization algorithmic complexity

Omar Knio

Vice President, Academic Affairs

uncertainty quantification bayesian inference computational fluids mechanics combustion High Performance Computing

Raphaël Huser

Associate Professor, Statistics

Statistics of extremes extreme-value theory spatio-temporal statistics data science machine learning copulas Environmental Statistics geostatistics applications to finance applications to neuroscience

Raul Tempone

Professor, Applied Mathematics and Computational Science

numerical analysis Computational finance computational statistics stochastic differential equations uncertainty quantification bayesian inference data assimilation hierarchical and sparse approximation optimal control optimal experimental design stochastic optimization

Ying Wu

Program Chair, Applied Mathematics and Computational Science

phononics metamaterials wave propagation Acoustics

Affiliate Faculty

Andrea Fratalocchi

Professor, Electrical and Computer Engineering

photonics energy harvesting imaging apparatus intelligent lasers

David Bolin

Professor, Statistics

mathematical statistics random fields stochastic partial differential equations computational statistics stochastic processes

Dominik L. Michels

Associate Professor, Computer Science

algorithmics machine learning numerical simulations scientific computing visual computing

Haavard Rue

Program Chair, Statistics

Bayesian computational statistics bayesian methodology latent Gaussian models spatial statistics

Hernando Ombao

Professor, Statistics

Time Series Spectral Analysis Wavelets Longitudinal Models Mixed Effects Models Functional Magnetic Resonance Imaging Electroencephalograms

Ibrahim Hoteit

Professor, Earth Science and Engineering

climate and environmental modeling data assimilation The Red Sea and Arabian Gulf global climate dynamics sustainable environmental management

Mohamed-Slim Alouini

Al-Khawarzmi Distinguished Professor, Electrical and Computer Engineering

FD-MIMO communications cognitive radio systems modulation schemes optical wireless communication systems

Peter Richtarik

Professor, Computer Science

optimization machine learning big data algorithms

Peter Schmid

Professor, Mechanical Engineering

quantitative flow analysis applied mathematics Earth systems aerospace design energy efficiency

Research Faculty

George Turkiyyah

Research Professor, Applied Mathematics and Computational Science

numerical simulations High Performance Computing scientific computing geometric modeling Neural Network training algorithms large languaje models

Instructional Faculty

Alexandra Aguiar Gomes

Instructional Professor, Applied Mathematics and Computational Science

optimization decision making sustainability artificial intelligence

Sabine El Khoury

Instructional Professor, Applied Mathematics and Computational Science

machine learning mathematics

Research Scientists

Aku-Jaakko Alexis Kammonen

Research Scientist, Stochastic Numerics Research Group

numerical methods machine learning

Dmitry Lyakhov

Research Scientist, Applied Mathematics and Computational Science

Symbolic Computation Algebraic Algorithms mathematical modelling visual computing

Erik von Schwerin

Research Scientist, Stochastic Numerics Research Group

uncertainty quantification numerical analysis stochastic differential equations Stochastic Optimal Control

Farah Souayfane

Research Scientist, Omar Knio Research Group

renewable energy energy systems stochastic optimization Thermal gradient Mathematical modeling energy efficiency in buildings

Florian Rist

Research Scientist, Applied Mathematics and Computational Science

mathematics architectural geometry applied geometry architecture 3D design

Hamza M. Ruzayqat

Research Scientist, Omar Knio Research Group

monte carlo algorithms uncertainty quantification multilevel methods data assimilation Inverse problem bayesian inference MCMC

Jan Haskovec

Senior Research Scientist, Applied Mathematics and Computational Science

random process transportation networks Differential equations Dynamical Systems

Juncai He

Research Scientist, Applied Mathematics and Computational Science

numerical analysis machine learning Deep learning

Lajos Lóczi

Research Scientist, Applied Mathematics and Computational Science

numerical methods PDEs ODEs stability analysis numerical discretization qualitative theory numerical analysis

Laurent Condat

Senior Research Scientist, Computer Science

optimization Federated learning Distributed algorithms Signal and Image Processing

Manuel Quezada De Luna

Research Scientist, Numerical Mathematics

flux-corrected transport discrete maximum principle transport equation

Mohamed D. Farhat

Research Scientist, Waves in Complex Media

plasmonics metamaterials optics Elastodynamic waves phononics Graphene

Nabila Bounceur

Research Scientist, Stochastic Numerics Research Group

probabilistic sensitivity analysis statistical emulators uncertainty quantification complex system modeling

Rafayel Teymurazyan

Research Scientist, Applied Mathematics and Computational Science

nonlinear PDEs free boundary problems regularity

Rita A. Ferreira

Research Scientist, Mean-field Games and Nonlinear PDE

gamma-convergence Asymptotic Performance Analysis

Sameh Abdulah

Senior Research Scientist, Applied Mathematics and Computational Science

exageostat extreme computing parallel algorithms large-scale computing machine learning Statistical computing

Samer Allouch

Research Scientist, Omar Knio Research Group

Research Staff

Adil Salhi

Research Engineer, Structural and Functional Bioinformatics

text mining Information retrieval data integration Semantic web Real Time Text Analytics

Postdoctoral Fellows

Zhang Zhiwen

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

nonlinear analysis Kinetic models asymptotic analysis PDEs fluid dynamics

Aelson Sobral

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Aritra Dutta

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

machine learning Deep learning convex optimization

Arved Bartuska

Postdoctoral Research Fellow, Stochastic Numerics Research Group

numerical analysis uncertainty quantification optimal experimental design

Boou Jiang

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Clarissa Astuto

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Daria Sushnikova

Postdoctoral Research Fellow, Computer, Electrical and Mathematical Sciences and Engineering

David De Jesus

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

data analysis NumPy PDEs stochastic processes probability theory Python (Programming Language) TensorFlow

Georgios Grekas

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

solid mechanics biomechanics numerical analysis scientific computing

Grigorios Kounadis

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

numerical methods for PDE's scientific computing

Haicheng Cao

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Ultrawide bandgap materials semiconductor device

Hendrik Ranocha

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Hoyoun Kim

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Diffusion equations Kinetic models

Jun Chen

Postdoctoral Research Fellow, Electrical and Computer Engineering

Majed Sofiani

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

non-linear partial differential equations Dynamical Systems Liquid Crystals Ericksen-Leslie Model

Melih Ucer

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

mean field games Analysis of PDE's

Mher Safaryan

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

optimization machine learning

Nuno J. Alves

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Roberto Nuca

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Shuaikun Wang

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Nonlinear Partial Differential Equation Measure Valued Solutions Kinetic Theory

Thomas Trigo Trindade

Postdoctoral Research Fellow, Stochastic Numerics Research Group

uncertainty quantification numerical analysis data assimilation

Tong Mao

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Vladimir Pimanov

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Xiaokai Huo

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Hyperbolic PDEs Fluid Mechanics Non-equilibrium Thermodynamics

Xin Zheng

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Control Theory system identification

Xinliang Liu

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Xun Qian

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

machine learning Stochastic Methods Interior Point Methods algorithm

Yang Liu

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

numerical analysis

Yasmin Selim

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

Control Theory Flight Dynamics Geometric Control Time-Periodic and Switched Systems

Yeva Gevorgyan

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

rheological models tidal dynamics mean-field games numerical methods Control Theory model reduction system identification

Yuri Ashrafyan

Postdoctoral Research Fellow, Applied Mathematics and Computational Science

inverse problems

Students

Laila Busaleh

Ph.D. Student, Applied Mathematics and Computational Science

Abderrahmene Ben Romdhane

M.S. Student, Stochastic Numerics Research Group

numerical analysis Computational finance uncertainty quantification

Abdulmohsen A. Alharthi

Ph.D. Student, Applied Mathematics and Computational Science

AbdulRahman Alharbi

Ph.D. Student, Applied Mathematics and Computational Science

Ahmed Abdali

Ph.D. Student, Applied Mathematics and Computational Science

Ali Almadeh

Ph.D. Student, Applied Mathematics and Computational Science

mean field games Nonlinear Partial Differential Equation monotone operator theory Mathematical Analysis Mathematical modeling applied mathematics

Alibek Sailanbayev

Ph.D. Student, Applied Mathematics and Computational Science

optimization machine learning algorithms

Anthony Ramos

Ph.D. Student, Applied Mathematics and Computational Science

differential geometry discrete differential geometry applied geometry functional programming

Aseel AlNajjar

Ph.D. Student, Applied Mathematics and Computational Science

Analysis of PDE's Hyperbolic-Parabolic Systems Higher-gradient viscoelasticity Viscoelasticity

Carlos Andrés Muñoz Moncayo

M.S. Student, Applied Mathematics and Computational Science

numerical analysis Partial Differential Equations scientific computing

Daria Bolbot

Ph.D. Student, Applied Mathematics and Computational Science

Applied Partial Differential Equations Dynamical Systems Dispersive-diffusive systems Nonlinear Elasticity