Topology optimization is a valuable tool in additive manufacturing, but its application
requires careful consideration of various constraints to refine the optimization outcome. In …

In the context of mechanical engineering design, the field of machine learning accelerated
topology optimization is dominated by image-based models trained in a supervised manner …

Explicitly considering fail-safety within design optimization is computationally very
expensive, since every possible failure has to be considered. This requires solving one finite …

This paper proposes the concept of machine-specified ground structures for topology
optimization of trusses. Unlike general ground structures with dense and regular …

This paper proposes a new fully automatic computational framework from continuum
structural topology optimization to beam structure design. Firstly, the continuum structural …

This work presents a framework to initialize structural problems for 2D topology optimization
while offering capabilities to post-process the optimized results into STL models that can be …

Topology optimization has been mainly addressed for structures under static loads using a
deterministic setting. Nonetheless, many structural systems are subjected to uncertain …

Abstract This paper introduces You Only Look Once v8 for Topology Optimization (YOLOv8-
TO), a novel approach for reverse engineering topology-optimized structures into …

This paper proposes a method for shape feature controlled topology optimization of attached
piezoelectric actuators of thin-walled smart structures, aiming at both vibration control …

This paper presents an automated, skeletonization-based feature recognition system
designed for use with biomimetic structural optimization results. It enables importing …