Paper published with the Markland group on 2DES simulations using ML MD. May 28, 2025 In this paper published in JPC Lett, we show that by using an equivariant transformer-based machine learning architecture trained with only 2500 ground state and 100 excited state electronic... Read More Paper published with the Markland group on 2DES simulations using ML MD.