High Performance Computing and Computational Science

Research Topics: Computer-assisted surgery; embedded and pervasive systems; high-performance computing; medical image processing

Research Topics: Scalable linear and nonlinear solvers for multiphysics problems; bioelectrostatics and molecular modeling for ion channels; geophysical modeling in crustal deformation, mantle convection, and magma dynamics; scientific library development and automated scientific computing; libraries and code generation for high performance computing; efficient solvers and preconditioners for GPUs and accelerators; finite element and boundary element discretizations for nonlinear problems; classical density functional theory, theory and numerics

Research Topics: Data clouds; data-intensive computing; petascale distributed systems; storage and I/O optimization

Research Topics: digital media forensics; computer vision; machine learning

Research Topics: High-performance computing; parallel algorithms and architectures; cyberinfrastructure; grid and cloud computing; computational crystallography; molecular structure determination; computational geometry

Research Topics: Graph mining; social network analysis; network science; temporal network analysis; combinatorial scientific computing; stream processing; distributed and parallel computing

Research Topics: Scalable computing; high performance and parallel computing; computational biology; data-driven scientific computing