Material symmetry recognition and property prediction accomplished by crystal capsule representation
Learning the global crystal symmetry and interpreting the equivariant information is crucial for accurately predicting material properties, yet remains to be fully accomplished by existing algorithms ...
CDVAE, a symmetry-aware generative AI framework that embeds space-group information into the generation of crystal structures ...
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Earth has a newly discovered line of symmetry that splits the planet into eastern and western hemispheres
Scientists have discovered a previously overlooked line of symmetry that splits the Earth into Eastern and Western ...
Our best model of particle physics explains only about 5 percent of the universe. The Standard Model is a thing of beauty. It is the most rigorous theory of particle physics, incredibly precise and ...
We consider the model of two coupled oscillators with Kerr nonlinearities in the rotating-wave approximation. We demonstrate that for a certain set of parameters of the model, the multi-photon ...
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