Accelerating superconductor discovery through tempered deep learning of the electron-phonon spectral function. - Jason B. Gibson; Ajinkya C. Hire; Philip M. Dee; Oscar Barrera; Benjamin Geisler; Peter J. Hirschfeld; Richard G. Hennig (CoRR, 2024)

When More Data Hurts: Optimizing Data Coverage While Mitigating Diversity Induced Underfitting in an Ultra-Fast Machine-Learned Potential. - Jason B. Gibson; Tesia D. Janicki; Ajinkya C. Hire; Chris Bishop; J. Matthew D. Lane; Richard G. Hennig (CoRR, 2024)