What is the real potential of deep learning in computational mathematics?
Simone Brugiapaglia
 Assistant Professor
 Department of Mathematics and Statistics
 data science32
 computational mathematics
 compressed sensing3
 machine learning41
 numerical analysis
 uncertainty quantification
 deep learning10
 optimization8
 artificial neural networks5
 scientific computing2
 approximation theory
 partial differential equations2
 computational fluid dynamics16
 signal processing19
 finite element method13

Salim Lahmiri
artificial intelligence, data science, predictive analytics

Andrew Delong
machine learning, deep learning, genomics

Tien D. Bui
computer vision, biometrology, artificial intelligence

Jun Yan
smart grids, cyberphysical security, machine learning

Yan Liu
big data, distributed/parallel systems, deep learning

Mohsen Farhadloo
machine learning, data mining, text analytics

Jamshid EtezadiAmoli
multivariate statistics, business statistics, structural equation modeling

Thomas G. Fevens
bioimaging, deep learning, computer vision

Hassan Rivaz
bioimaging, ultrasound elastography, image processing

Leila Kosseim
computational linguistics, natural language processing, artificial intelligence

Jia Yuan Yu
data science, decision theory, machine learning

Ivan Contreras
transportation systems, networks, large scale optimization

Arash Mohammadi
signal processing, information systems security, cyberphysical systems

Rastko Selmic
control systems, formation flight control, artificial neural networks

Michael T. Hallett
computational biology, bioinformatics, systems biology

Mohamed Ouf
green buildings, occupant behavior, energy modeling and optimization

Jun Cai
machine learning, distributed/parallel systems, energy efficiency

Brian Vermeire
computational aerodynamics, future aircraft, computational fluid dynamics

Essam Mansour
distributed/parallel systems, web data management, largescale analytics on strings

Nizar Bouguila
computer vision, data analytics, machine learning

Ching Yee Suen
pattern recognition, handwriting, design of type fonts

Cody Hyndman
mathematical finance, computational finance, machine learning

Krzysztof Dzieciolowski
business analytics, data science, artificial intelligence

Marius Paraschivoiu
computational fluid dynamics, hydrogen technology, wind energy

WeiPing Zhu
signal processing, speech processing, image processing