Invited Talk: Intelligent Simulations – How Combining AI and HPC Can Enable New Discoveries
TimeFriday, 19 November 20218:40am - 9:20am CST
DescriptionThe search for ever-more accurate and detailed simulations of physical phenomenon has driven decades of improvements in both supercomputer architecture and computational methods. It seems increasingly likely that the next several orders of magnitude improvements are likely to come, at least in part, from the use of machine learning and artificial intelligence methods to learn approximations to complex functions and to assist in navigating complex search spaces. Without any aspiration for completeness, I will review some relevant activities in this space and suggest some implications for future research.