Director of Extreme Computing Research Center
Deputy Director, KAUST Strategic Research In...
Research Interest: Spatio-temporal statistics, Uncertainty quantification and
visualization, Wind and solar power forecasting, Environmental
Research Interest: Data Assimilation, Uncertainty Quantification, Inverse Problems, Ocean Modeling
Research Interest: optimization, machine learning, randomized algorithms, convex optimization, numerical analysis, randomized numeric...
Research Interest: Multigrid methods, Incomplete block factorization, Filtering decompositions
Research Interest: FDTD, Seismic Modeling, Reverse Time Migration, GPU Computing, DRP, ML
Senior Research Scientists
Research Interest: Fractional diffusion equation, Particle Method, Particle Strength Exchange, Green function
Research Interest: Optimization, stochastic programming, robust optimization, global optimization, Process Systems Engineering, energy systems, ...
Research Interest: Scalable Parallel Algorithms, Two-Phase Flow Problems, CFD for Blood Flows
Research Interest: Gepphysical data analysis, Inverse problems, Machine learning, High Performance Computing
Research Interest: Wave equation based modeling, Inversion, HPC
Research Interest: Extreme Scale Machine Learning and Data Mining (MLDM), Fault Tolerant High Performance, Data-intensive Computing Applications.
Research Interest: Numerical methods for partial differential equations, Seismic wave propagation, Preconditioning techniques for linear systems, Hig...
Research Interest: Machine learning
Research Interest: Numerical modelling, Seismic wave propagation, Full waveform inversion, Image processing.
Research Interest: Uncertainty quantification, spectral analysis, local and global sensitivity analysis, adaptive pseudo-spectral projection techniqu...
Research Interest: Numerical analysis, Differential equations, Optimal time integrators, Hyperbolic PDE
Research Interest: Task-Based Numerical Libraries and Applications, Dynamic Runtime Systems, Performance Optimizations, Distributed Pa...
Research Interest: Uncertainty Quantification