<ul><li>A symmetry-constrained diffusion model (SCDM) has been introduced to generate 2D materials that adhere to symmetry principles.</li><li>The model incorporates Wyckoff positions and space group symmetries to ensure the diversity and quality of generated structures.</li><li>Through DFT calculations, 843 energetically stable materials were identified out of 2,000 candidate structures.</li><li>Six selected candidates were further analyzed for stability, including phonon band structure and electronic properties evaluations.</li></ul>

Discovery of 2D Materials via Symmetry-Constrained Diffusion Model

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