Advances in machine learning and shape-memory polymers are enabling engineers to design for mechanical performance first and ...

Abstract: In this paper, an inverse optimal adaptive neural pitch control method is proposed to comprehensively consider power generation and mechanical load reduction of the wind turbine (WT).

Abstract: Based on unsupervised physics-informed neural network (PINN) framework, a two-dimensional inverse-design method for antenna superstrate is proposed, which can simultaneously realize the ...