We report a graph-focused deep learning technique to capture the complex design principles of graph architectures—here exemplified for 3D spider webs—and use the model to generate a diverse array of ...

As the application of lightweight fiber-reinforced composite structures reaches an unprecedented scale in industry, design technology for composite structures becomes crucial for enhancing performance ...

We present two frameworks for design optimization of a multi-chamber pneumatic-driven soft actuator to optimize its mechanical performance. The design goal is to achieve maximal horizontal motion of ...