Collaborative demand management of multiple homes and effective local renewable energy integration in a smart and active secondary distribution network are key to reduce their energy bills. Assuming home energy manager ...

While the large design degrees of freedom (DOFs) give metasurfaces a tremendous versatility, they make the inverse design challenging. Metasurface designers mostly rely on simple shapes and ordered placements, which restricts ...

Early results have shown the potential of Deep Learning (DL) to disrupt the fields of optical inverse-design, particularly, the inverse design of nanostructures. In the last three years, the complexity of the optical ...