This strategy keeps structural descriptors symmetry invariant so that the resulting tensorial NN models are as efficient as their scalar counterparts. We validate the performance and universality of ...

Understanding the optimization landscape in deep neural networks is essential for evaluating model performance, especially in distributed environments like federated learning (FL). Recent studies ...

I met Mark Stewart once. It was on a platform at Clapham Junction, I wouldn’t normally approach a famous person like that, ...

T-symmetry offers insights into the nature of time, revealing how fundamental physical laws remain invariant under time ...

For the first time, an international team of scientists has experimentally simulated spontaneous symmetry breaking (SSB) at zero temperature using a superconducting quantum processor. This achievement ...

In a hard-to-articulate way, it’s somewhat comforting to know that even in our world of highly integrated, multifunction ...

From cozy seating and layered lighting to greenery and color, interior designers share how to create a front porch — or any ...

The wireless power transfer (WPT) system based on the parity-time (PT) symmetry has been proved to be a promising WPT system due to its characteristics of constant efficiency and output power. However ...

A novel type of nonlinear symmetry breaking in symmetric plasmonic oligomers is reported. By monitoring the strength of the second-harmonic signal while changing the polarization angle of the pump, we ...

This one yoga pose outperforms 100 sit-ups, lowers cortisol levels and improves cognitive function Beyond a sculpted midsection, this asana can stimulate abdominal organs, support digestion, lower ...