Interpretable models for extrapolation in scientific machine learning

Eric S. Muckley, James E. Saal, Bryce Meredig +2

Data-driven models are central to scientific discovery. In efforts to achieve state-of-the-art model accuracy, researchers are employing increasingly complex machine learning algor…