Argonne researchers are contributing to papers that are up for the Best Paper Award at SC22. One of the studies presents a framework for mitigating silent data corruptions in HPC applications. The other Best Paper finalist details a scheme that uses compiler technologies to enable scalable automatic differentiation for a variety of parallel programming models.