Over the past few decades, modeling, simulation, and optimization tools have received
attention for their ability to represent and improve complex systems. The use of …

Metamodeling is becoming a rather popular means to approximate the expensive
simulations in today's complex engineering design problems since accurate metamodels …

In this article, we present a detailed overview of the literature on the design of computer
experiments. We classify the existing literature broadly into two categories, viz. static and …

This article focuses on the adaptive Kriging metamodel-based reliability analysis for
reducing a sequential number of calls of the complex original functions. To avoid the …

In this paper we propose a new method for generating test scenarios for black-box
autonomous systems that demonstrate critical transitions in performance modes. This …

Autonomous Driving Systems (ADSs) are safety-critical systems, and safety violations of
Autonomous Vehicles (AVs) in real traffic will cause huge losses. Therefore, ADSs must be …

Highly automated vehicles (HAVs) have been introduced to the transportation system for the
purpose of providing safer mobility. Considering the expected long co-existence period of …

摘要随着电机应用领域的不断拓宽, 电机多学科优化技术已经成为电机优化技术的重要研究方向
. 该文概述了目前电机优化技术领域中囊括的多学科模型, 分析了代理模型的优势; …

Many fields of science and engineering rely on running simulations with complex and
computationally expensive models to understand the involved processes in the system of …

Thin film-composed coatings can significantly improve the mechanical and tribological
properties of spacecraft friction units. In this regard, protection by ion-plasma coatings has …