In this letter, a novel inverse design method for metasurfaces (MSs) based on a Wasserstein generative adversarial network with a gradient penalty (WGAN-GP) is presented. Compared with other GAN ...

Robots whose geometric structure does not meet the Pieper criterion are called general robots. For the inverse kinematic operation of general robots, the closed solution method cannot be solved, and ...