A team of Haverford College researchers—which includes Assistant Professor of Computer Science Sorelle Friedler, Associate Professor of Chemistry Alexander Norquist, Associate Professor of Chemistry Joshua Schrier, and several student researchers—published a cover story in Nature on using unpublished "dark reactions" to create a machine-learning algorithm that is able to predict reaction successes or failures with greater accuracy than human intuition.