The group presented some of our recent results at the Fall Materials Research Society (MRS) Meeting in person and virtual. Marina gave two invited talks, Margaret presented her work on refractory materials for high-temperature photonics, and Abby gave a talk on the potential of machine learning to forecast the behavior of perovskites.