What drives the formation of patterns in complex systems? How do we identify them?
Jason Bramburger
- Assistant Professor
- Department of Mathematics and Statistics
- nonlinear dynamics4
- complex dynamic systems19
- bifurcation analysis2
- pattern formation2
- spatial dynamics
- data science38
- wave propagation2
- numerical simulation7
- dynamical systems2
- timescale dynamics
- computational mathematics2
- scientific computing3
- data-driven discovery
- machine learning58
- deep learning20
- differential equations
- ergodic systems
- algorithm design30
-
Simone Brugiapaglia
data science, computational mathematics, numerical analysis
-
Behrooz Yousefzadeh
vibration, nonlinear dynamics, metamaterials
-
Mahdi S. Hosseini
deep learning, computer vision, computational pathology
-
Yan Liu
big data, distributed/parallel systems, deep learning
-
Salim Lahmiri
artificial intelligence (AI), data science, predictive analytics
-
Ré (Rachael) Mansbach
computational biophysics, molecular dynamics simulation, biophysical chemistry
-
Paula Lago
healthcare information systems, ubiquitous and pervasive computing, internet of things (IoT)
-
Essam Mansour
distributed/parallel systems, web data management, large-scale analytics on strings
-
Yang Wang
computer vision, machine learning, deep learning
-
Jia Yuan Yu
data science, decision theory, machine learning
-
Moussa Tembely
numerical simulation, multiphase flows, computational fluid dynamics
-
Jun Yan
smart grids, cyberphysical security, machine learning
-
Tien D. Bui
computer vision, biometrology, artificial intelligence (AI)
-
Thomas G. Fevens
bioimaging, deep learning, computer vision
-
Fereshteh Mafakheri
system engineering and evolution, multicriteria decision making, project management
-
Mohamed Ouf
green buildings, occupant behavior, energy modeling and optimization
-
Jun Cai
machine learning, distributed/parallel systems, energy efficiency
-
Eugene Belilovsky
machine learning, deep learning, computer vision
-
Mohsen Farhadloo
machine learning, data mining, text analytics
-
Kun Ho Kim
empirical asset pricing, empirical finance, applied econometrics
-
Mirco Ravanelli
deep learning, conversational AI, speech processing
-
Diego Elias Damasceno Costa
software engineering, empirical software engineering, mining software repositories
-
Gabriel Vigliensoni
music production technologies, machine learning, deep learning
-
Gregory Butler
bioinformatics, big data, data analytics
-
Hamid Taghavifar
connected autonomous vehicles (CAV), control systems, robotics
-
Ebenezer (Ekow) Essel
turbulence, experimental fluid dynamics, computational fluid dynamics
-
Kaustubha Mendhurwar
computer graphics, 3D motion capture, 3D data acquisition technologies
-
Abdelhak Bentaleb
multimedia systems and communication, video streaming architecture, access networks
-
Mojtaba Kheiri
fluid-structure interactions, nonlinear aeroelasticity, kite power systems
-
Nawwaf Kharma
synthetic biology, machine learning, biological computing
-
Chun Wang
distributed/parallel systems, e-supply chains, scheduling
-
Arash Mohammadi
signal processing, information systems security, cyberphysical systems
-
Ali Akgunduz
aviation industry, air traffic control, greener aviation
-
Leila Kosseim
computational linguistics, natural language processing (NLP), artificial intelligence (AI)
-
Shahin Hashtrudi Zad
control systems, discrete event systems, biological systems
-
Jamshid Etezadi-Amoli
multivariate statistics, business statistics, structural equation modeling
-
Cody Hyndman
mathematical finance, computational finance, machine learning
-
Brigitte Jaumard
autonomic networking, graph theory, operations research
-
Krzysztof Dzieciolowski
business analytics, data science, artificial intelligence (AI)
-
Volker Haarslev
knowledge organization, artificial intelligence (AI), natural language processing (NLP)