Faculty

Computer Vision, Deep-learning, Video Analytics, Multimedia

Mathematical signal processing, statistical inference and learning, applied to communication systems, network sciences, and computational imaging

Solid Mechanics, Material Instabilities, Mathematical Aspects of Materials Science.

Statistical Machine Learning, Spectral Graph Methods, Deep Learning, Algorithmic Algebra.

Positivity and analysis; representation theory of Lie algebras and algebras with triangular decompositions; combinatorics and discrete mathematics (with connections to the two research areas above).

Research broadly examines the role of genetic variants in shaping our inherited traits and determining our predisposition to complex diseases, especially type 2 diabetes, dyslipidemia, cognition and neurodegeneration

Bioinformatics, algorithms for genome sequencing, combinatorial algorithms, high-performance computing.

Electromagnetics, Antenna.

Computational mechanics, Stochastic finite elements, Probabilistic methods, Domain decomposition techniques, Parallel computing.

Single-molecule biophysics, DNA-Protein interactions, Super-resolution imaging, genome organization

Epithelial Mesenchymal Plasticity; Non-genetic mechanisms of adaptive resistance; Collective behaviour in cancer population.

Error-Control Coding, Quantum Coding, Information Theory, Data Compression, DNA-Based Data Storage, Discrete Applied Mathematics (a broad umbrella for much of what I do).

Engineering models for speech science; Machine learning; Text Analytics.

Finite Element Analysis, High Performance Computing, Computational Fluid Dynamics, Bio-medical Applications

Structural Biology and Biocomputing, Statistical Crystallography, Algorithm development, Database analysis & maintenance, World Wide Web (WWW) based internet computin.

Groundwater hydrology, agro-hydrology, satellite hydrology using numerical methods, geospatial & geophysical methods, optimization & inverse approaches, and specifically in the following themes.

Computational finance, Monte Carlo methods for derivate pricing, Financial risk management, Real Options.

Theoretical and applied probability, statistics, branching particle systems, random geometric graphs, mathematical finance, credit-risk modelling, time-series analysis, Monte Carlo simulatio.

Understanding immune cell social behaviour and immunosurveillance in diseases and therapies.

Automatic Modulation Classification for OFDM and MIMO-OFDM Systems