The utilization of surrogate models to approximate complex systems has recently gained
increased popularity. Because of their capability to deal with black-box problems and lower …

In recent times, there has been an increasing prevalence of surrogate models and
metamodeling techniques in approximating the responses of complex systems. These …

Abstract Design preferences or targets are typically available at system level. A designer is
usually interested in understanding patches of design space at component levels, across …

For structural engineers, existing surrogate models of buildings present challenges due to
inadequate datasets, exclusion of significant input variables impacting nonlinear building …

Abstract Design preferences or targets are typically available at the system level. A designer
is usually interested in understanding patches of the design space at component levels …

The real-time and accurate prediction of the stress–strain and deformations field of material
is a vital function for the intelligent press fitting system of the rubber bushing. The physics …

Fast-running surrogate computational models (simpler computational models) have been
successfully used to replace time-intensive finite element models. However, it is unclear how …

With the continuous development of vehicle intelligence technology and active safety
technology, the autonomous emergency braking pedestrian (AEB-P) system has emerged …

For the digitization of turbocharger, the prediction of compressor working state is essential.
How to build a model with accurate prediction and less time-consuming is the premise of …

Government agencies, globally, strive to minimize the likelihood and frequency of human
death and severe injury on road transport systems. From an engineering design standpoint …