Machine Learning, Data Mining, Big data, Bio-informatics, computational biology.
Polymers, nano dots, molecular dynamics, monte carlo, first-principles simulations of solids
Impact Evaluation, Global Health, Decision Science
Data Encryption, Computer System Security, Software Engineering, Database Management, Distributed and Grid Systems
Natural language processing (NLP), Latent variable models (including quantum models) for compositional distributional semantics, community discovery using content and link analysis, answering complex questions, unsupervised learning of morphology, named entities and semantic relations
Machine Learning, Water and health security in developing regions, Geography and the Environment
High power ultrasonics, AcousticsSignal Processing, Computational Materials Science
Resilience of super high-rise, complex, and critical structures subject to multiple natural hazards including earthquakes and windstorms through experimental testing and multi-scale numerical and hybrid simulations, Structural Engineering, Earthquake Engineering, Seismic Isolation, Structural Dynamics
Distribution Theory, Applied Statistics, Reliability Analysis, Survival Analysis, Longitudinal Data Analysis
Medicial Microbiology, Conservation Genomics, Cancer
Dynamics and photophysical properties of fluorescent proteins using detailed all-atom molecular dynamics simulations
Mathematics education, arts-based education research, transformative education
Medical Imaging, Computer Vision, Image Segmentation, Multimodal/Monomodal Image Registration
Spiking Neural Network, Neural Network, Machine Learning, Learning, Image Processing, Pattern Recognition
Image Analysis, Computer Vision, Medical and Biomedical Image Processing, Image Registration, Image Segmentation
Machine learning, optimization, inverse problems, model personalization and predictive modeling, cardiac electrophysiology, statistical inference methods, uncertainty estimation and quantification of model parameters
artificial intelligence (AI), deep learning, computer vision, Machine Learning
Defect or Fault tolerant circuits and systems, Nanometer digital VLSI system design, Reconfigurable computing, Mobile Robotics, VLSI Design
Structural earthquake engineering, earthquake engineering, seismic vulnerability of reinforced concrete structures, heritage and monuments, local seismic culture, next generation performance based earthquake engineering (PBEE-2)
Building a real-time system that parses the non-verbal elements of communication in concert with the speech parsing activity, computer vision, machine learning
Biomedical public-health, Molecular Epidemiology, Antibiotic Resistiance, Infectious Diseases, Cancer
Cognitive security analytics, cyber security, threat intelligence, malware analysis
Machine Learning, Data Science, Recommender Systems, Collaborative Filtering, Deep Learning and Software Engineering
Diabetes, Obesity, Metabolism, Molecular biology
Imaging Physics, Medical Imaging
Numerical Methods for Partial Differential Equations, Mixed and Hybrid Finite Element Methods, Domain Decomposition Methods, Non-conforming Discretization Techniques, Nearly Incompressible Elasticity, Approximation Theory, Subset Selection & Variational Methods in Image Processing.
Physical-Mathematical Modelling, Scientific Computing, Three-Dimensional Free-surface Flows, Fliud dynamics, Modeling and Simulation, Landslides, Avalanches
Particle physics
Molecular epidemiology, microbiology
Radiomics and cancer imaging
Household air pollution and risk of Tuberculosis infection and disease, and pneumonia in children, Environmental and occupational impacts of lead from battery manufacturing and recycling processes, and lead-based paint in developing countries, Environmental and Occupational Health, Climate Change
Interferon, Virus
NeuroPhysics of the brain: Brain Networks and Dynamics, Computational and Cognitive Neuroscience, Neuroimaging (EEG/fMRI) of human cognition, Nonlinear Dynamics
Radiation Oncology, Neuroimaging, Imaging, Computed Tomography, Magnetic Resonance Imaging, Cancer Imaging, PET Imaging
Differential equations, nonlinear monotone operator theory in Banach spaces, topological degree theories, and critical point theory with applications in sciences and engineering, Real analysis, Functional analysis
Applied mathematics, Mathematical biology (viral dynamics and immune systems, epidemiology, and ecology), mathematical and computational modeling, differential equations, dynamical systems, optimal control, and biostatistics
Graph theory, optimization and Scheduling applied to industry, society and sustainable development
Graph theory, optimization, machine learning, computer vision, detection, tracking, and image segmentation problems.
Deep Learning, Computer Vision, Visual Question Answering, NLP