2 papers
cond-mat.mtrl-sci2025
Ultrafast magneto-lattice dynamics in two-dimensional CrSBr driven by terahertz excitation
Yiqi Huo, Shuo Li, Luo Yan +3
Terahertz (THz) lasers provide a new research perspective for spin electronics applications due to their sub-picosecond time resolution and non-thermal ultrafast demagnetization, b…
physics.comp-ph2025
SA-GAT-SR: Self-Adaptable Graph Attention Networks with Symbolic Regression for high-fidelity material property prediction
Junchi Liu, Ying Tang, Sergei Tretiak +2
Recent advances in machine learning have demonstrated an enormous utility of deep learning approaches, particularly Graph Neural Networks (GNNs) for materials science. These method…