2 papers
astro-ph.HE2024
A Machine Learning Method for Monte Carlo Calculations of Radiative Processes
William Charles, Alexander Y. Chen
Radiative processes such as synchrotron radiation and Compton scattering play an important role in astrophysics. Radiative processes are fundamentally stochastic in nature, and the…
cond-mat.mtrl-sci2024
Structure-Driven Prediction of Magnetic Order in Uranium Compounds
Christopher Broyles, William Charles, Sheng Ran
The advancement of machine learning technologies has revolutionized the search and optimization of material properties. These algorithms often rely on theoretical calculations, suc…