Faculty

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

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

Automatic Modulation Classification for OFDM and MIMO-OFDM Systems

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

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

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

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

Electromagnetics, Antenna.

Numerical Analysis for Partial Differential Equations.

Behavior, Ecology, Evolutio.

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

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

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

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

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

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).

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).

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

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

Computational Materials Physics, Computational algorithms for ab-initio material modeling at extreme-scale, Machine learning for materials design, High-performance computing, Computational solid mechanics, Finite-element methods, open-source code development using finite-elements for density functional theory (DFT-FE).