Structural optimization within concrete construction has been increasingly taken up in
research within the last two decades. Possible drivers are the need for material-reduced and …

A novel deep operator network (DeepONet) with a residual U-Net (ResUNet) as the trunk
network is devised to predict full-field highly nonlinear elastic–plastic stress response for …

In this paper, we introduce a Physics-Informed Neural Networks (PINNs)-based Topology
optimization method that is free from the usual finite element analysis and is applicable for …

Presented herein is a novel design framework for obtaining the optimal design of
functionally graded lattice (FGL) structures that involve using a physical discrete structural …

This chapter discusses the meaning of intuition, creativity, and intelligence in the context of
architecture and how information technology can potentially support designers and augment …

Topology optimization (TO) is a numerical simulation to identify an optimal distribution of
solid and void. A more efficient distribution of material means a reduction of natural …

Additive manufacturing is taking on an essential role in lightweight design engineering. To
realize significant weight reductions and manufacturing time savings, additively …