Developing novel algorithms and foundations for discrete structures, including AI, graph algorithms and discrete optimization
This group works to improve and expand the functionality of existing computational algorithms to make them compatible with the novel architectures of upcoming supercomputers, as well as to optimize them for fields of particular interest to the Department of Energy, including neuromorphic computing and quantum computing.
By developing advanced algorithms for high-performance computing systems, this group enables researchers to obtain results in seconds instead of days and thus accelerate the transition from simulations to practical experiments and real-world applications.