Applied mathematics

Alacaoglu, Ahmet

Department of Mathematics, Faculty of Science

Faculty (G+PS eligible/member)

Mathematical optimization; Machine learning; Mathematical operations research; Numerical optimization; Machine Learning; Stochastic algorithms; Min-max games; Monotone operator theory

Cembrowski, Mark Steven

Department of Cellular & Physiological Sciences, Faculty of Medicine

Faculty (G+PS eligible/member)

Molecular neuroscience; Mathematical modelling and simulation; Mechanisms of memory in the brain; Anxiety; Big Data; Bioinformatics; Cell types; Computation; Fear; Genetics; modeling; Neural circuits; neuroscience; Neuroscience of memory; PTSD; RNAseq

Coombs, Daniel

Department of Mathematics, Faculty of Science

Faculty (G+PS eligible/member)

Mathematical biology; Cellular immunology; Complex physical systems; Epidemiology (except nutritional and veterinary epidemiology); Cell Signaling and Infectious and Immune Diseases; Cell biophysics; Disease models; Epidemiology; Immune cell signalling; Mathematics

Dao Duc, Khanh

Department of Mathematics, Faculty of Science

Faculty (G+PS eligible/member)

Genomics; Mathematical biology; Neurocognitive patterns and neural networks; Agricultural spatial analysis and modelling; combine mathematical,computational and statistical tools to study fundamental biological processes; regulation and determinants of gene expression and translation; Machine Learning for Biological Imaging and Microscopy; Database development and management; Biological and Artificial Neural Networks for geometric representation

Greif, Chen

Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Numerical computation; Numerical analysis; scientific computing; numerical linear algebra; numerical solution of elliptic partial differential equations

Gustafson, Stephen James

Department of Mathematics, Faculty of Science

Faculty (G+PS eligible/member)

Partial and ordinary differential equations; Mathematical physics; Nonlinear partial differential equations; Nonlinear waves; Solitons; Topological solitons; Mathematics of quantum systems; Mathematics of magnetism; Mathematical fluid mechanics

Holmes-Cerfon, Miranda

Department of Mathematics, Faculty of Science

Faculty (G+PS eligible/member)

Mathematical modelling and simulation; Computational methods in statistics; Numerical analysis; Thermodynamics and statistical physics

Kenne, Steve Cyrille

Department of Mathematics, Faculty of Science

Faculty (G+PS eligible/member)

Calculus of variations, systems theory and control theory; Partial and ordinary differential equations; Mathematical biology; Optimal control theory; Partial Differential Equations; Multiscale modelling of infectious diseases

Kroc, Edward

Department of Educational & Counselling Psychology, and Special Education, Faculty of Education

Faculty (G+PS eligible/member)

Statistical theory and modeling; Mathematical modelling and simulation; Ecological applications, n.e.c.; Psychological methodology design and analysis, and psychometrics; measurement; Measurement error; Statistics; urban ecology; Seabirds; Gulls; Quantitative ecology

Lague, Marysa

Department of Geography, Faculty of Arts

Faculty (G+PS eligible/member)

Climate modelling; Environmental monitoring; Atmospheric dynamics and thermodynamics; Planetary atmospheres studies; Atmospheric sciences, n.e.c.; Mathematical modelling and simulation; Mathematical biology; Other natural sciences, n.e.c.; Climate Modelling; Land-atmosphere interactions; Climate Dynamics; Climate; Planetary Science; Atmospheric dynamics; Water, Ice, Landscapes; Climate: Science, Change, Action; Earth System Modelling

Loewen, Philip

Department of Mathematics, Faculty of Science

Faculty (G+PS eligible/member)

Mathematical optimization; Calculus of Variations; Optimal Control; optimization; Machine Learning

Ollivier-Gooch, Carl

Department of Mechanical Engineering, Faculty of Applied Science

Faculty (G+PS eligible/member)

Aerodynamics (except hypersonic aerodynamics); Computational fluid mechanics; Algorithm Development for Computational Fluid Dynamics; Applied Aerodynamics; Numerical analysis; Unstructured Mesh Generation; Error and Stability Analysis for Unstructured Mesh Methods; Computer Sciences and Mathematical Tools; Fluid mechanics

Ortner, Christoph

Department of Mathematics, Faculty of Science

Faculty (G+PS eligible/member)

Numerical analysis; Mathematical modelling and simulation; Partial and ordinary differential equations; Computational chemistry; Condensed matter modelling and density functional theory; Numerical modelling and mechanical characterisation; Numerical Analysis & Scientific Computing; Applied Analysis; Multi-scale Modelling and Coarse-graining; Molecular Simulation; Scientific Machine-learning, in particular for applications in multi-scale modelling

Oya, Simon

Department of Electrical & Computer Engineering, Faculty of Applied Science

Faculty (G+PS eligible/member)

Privacy-enhancing technologies; Cybersecurity and privacy technologies; Signal processing for security and privacy; Encryption and cryptography; Mathematical optimization; Privacy; Computer Security; Anonymous communications; Machine learning security and privacy; Searchable encryption; Statistical analysis

Paat, Joseph

Division of Operations and Logistics, Faculty of Commerce and Business Administration

Faculty (G+PS eligible/member)

Mathematical optimization; Programming in operational research (including linear and nonlinear programming); Mixed integer programming; Combinatorial optimization; Polyhedral Geometry; Convex optimization

Pleiss, Geoffrey

Department of Statistics, Faculty of Science

Faculty (G+PS eligible/member)

Statistical theory and modeling; Machine learning; Computational methods in statistics; Spatial statistics; Numerical analysis; Machine Learning; neural networks; Gaussian processes; Bayesian optimization; reliable deep learning

Tang, Xin

Michael Smith Laboratories, Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Bioinformatics; Artificial intelligence (AI); Cell biology; Neurosciences, biological and chemical aspects; Mathematical biology; Genetics; Medical and biomedical engineering; Cancer; Neurosciences, medical and physiological and health aspects; Explainable and Interpretable Learning, Representation Learning, Knowledge Distillation; Biologically Informed Neural Network, Physically Informed Neural Network; Knowledge Distillation, Biological LLM, Biomedical Image Processing; Computational Cell Biology, Single-cell Biology, Multi-omics, Virtual Cell, Spatial Omics; Brain-Computer Interface, Neuroscience, Brain Mapping; Cancer Genomics, Development, Aging

Weber, Alexander

Department of Pediatrics, Faculty of Medicine

Faculty (G+PS eligible/member)

Neurocognitive patterns and neural networks; Central nervous system; Dynamical systems in applications; Magnetic Resonance Imaging (MRI); Quantitative MRI; Brain Disorders; resting state functional MRI; myelin water imaging; Arterial Spin Labelling; Diffusion Tensor Imaging; Fractal based analysis; Concussion; Diagnostic Imaging; Epilepsy; Seizures; Traumatic Brain Injury; open science; Biomedical Engineering

Yadav, Vivek

Faculty of Applied Science

Postdoctoral Fellow

Numerical analysis; Numerical modelling and mechanical characterisation; Computational fluid mechanics; Mathematical modelling and simulation; Mathematical biology; Theory and algorithms for meshing techniques; Finite element method; Time-Integrator; Finite element simulation of biological system; Higher-order compact finite difference scheme

��������