In this paper, we provide a review of statistical methods that are useful in conducting
computer experiments. Our focus is on the task of metamodeling, which is driven by the goal …

The uniform experimental design is one kind of space filling designs that can be used for
computer experiments and also for industrial experiments when the underlying model is …

Nur wenige Methoden haben eine so langfristige Bedeutung für das Arbeitsleben eines
Ingenieurs wie die statistische Versuchsplanung. CAD-Programme ändern sich schnell, so …

均匀试验设计的理论﹑方法和应用— 历史回顾 Page 1 均匀试验设计的理论﹑方法和应用— 历史
回顾 方开泰 (香港浸会大学 香港九龙塘) 摘要 本文回顾计算机仿真试验设计的主要两种方法:拉丁 …

Computer simulations based on mathematical models have become ubiquitous across the
engineering disciplines and throughout the physical sciences. Successful use of a …

A uniform design (UD) seeks design points that are uniformly scattered on the domain. It has
been popular since 1980. A survey of UD is given in the first portion: The fundamental idea …

This paper proposes a uniform design (UD)-based Gaussian process regression (GPR)
method for rapid damage assessment and fragility estimates of bridges. The core idea of the …

The uniform design is a space‐filling design that has been applied in computer experiments,
industrial experiments when the underlying model is unknown, and experiments with …

Experimental designs are very important in chemometrics, since chemistry, until now, is still
essentially a field of science strongly dependent on chemical experiments. So, for a long …

Seismic fragility analysis is a complex process involving different sources of uncertainties. In
this paper, an alternative procedure for seismic fragility analysis based on the uniform …