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 ...
Even though the Eastern and Western halves of Earth are fairly different, they reflect the same amount of sunlight, a new ...
CDVAE, a symmetry-aware generative AI framework that embeds space-group information into the generation of crystal structures ...
Noether symmetry approaches exploit the correspondence between continuous symmetries and conservation laws to constrain and solve cosmological models. By imposing symmetry conditions on the point-like ...
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 ...
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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 ...
Tested and verified with ever increasing precision, the Standard Model of particle physics is a remarkably elegant way of understanding the relationships between particles and their interactions. But ...
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