This work focuses on quantum Monte Carlo integration as a likely source of (relatively) near-term quantum advantage, but also discusses some other ideas that have garnered widespread interest.
Abstract In this perspective, I give my answer to the question of how quantum computing will impact on data-intensive applications in engineering and science. I focus on quantum Monte Carlo integration as a likely source of (relatively) near-term quantum advantage, but also discuss some other ideas that have garnered widespread interest.