Inducing and exploiting grid structures for fast, adaptive and accurate estimation

This research project will create and study tools to overcome existing computational limits on accurate inference from large-scale computer experiments. Development of these techniques represents a leap forward for high-performance algorithms to solve increasingly complex problems arising in various applications where computer modelsW play a critical role.