National Energy Research Scientific Computing Center

OmniCosmos: Transferring Particle Physics Knowledge Across the Cosmos

Foundation models build an effective representation of data that can be deployed on diverse downstream tasks. Previous research showed that the , a foundation model for collider physics, could significantly advance discovery potential across collider experiments. In this paper, w...

Efficient quantum implementation of dynamical mean field theory for correlated materials

The accurate theoretical description of materials with strongly correlated electrons is a formidable challenge in condensed matter physics and computational chemistry. Dynamical Mean Field Theory (DMFT) is a successful approach that predicts behaviors of such systems by incorpora...