Infarct volume (FIV) on follow-up diffusion-weighted imaging (FU-DWI) is only moderately
associated with functional outcome in acute ischemic stroke patients. However, FU-DWI may …

The choice of design representations, as of search operators, is central to the performance
of evolutionary optimization algorithms, in particular, for multitask problems. The multitask …

Topology optimization (TO) plays a significant role in industry by providing engineers with
optimal material distributions based exclusively on the information about the design space …

In automotive digital development, engineers utilize multiple virtual prototyping tools to
design and assess the performance of 3D shapes. However, accurate performance …

In engineering design optimisations, the dimensionality of the design space plays a critical
role in determining the number of computationally expensive evaluations required to explore …

During each cycle of automotive development, large amounts of geometric data are
generated as results of design studies and simulation tasks. Discovering hidden knowledge …

Methods for learning on 3D point clouds became ubiquitous due to the popularization of 3D
scanning technology and advances of machine learning techniques. Among these methods …

Methods for learning and compressing high-dimensional data allow designers to generate
novel and low-dimensional design representations for shape optimization problems. By …

Environmental perception provides the necessary information for unmanned ground
vehicles to recognize and interact with surrounding objects. Velodyne light detection and …

In the early stages of engineering design, multitudes of feasible designs can be generated
using structural optimization methods by varying the design requirements or user …