In many real-world applications, we are interested in approximating black-box, costly functions as accurately possible with the smallest number of function evaluations. A complex computer code is an example such a function. this work, Gaussian process (GP) emulator used to approximate output code. We consider problem extending initial experiment (set model runs) sequentially improve emulator. s...

Abstract This paper considers the problem of retrospectively de‐trending wind site data when only statistical moments, in form 10‐min means and standard deviations speed, are available. Low‐frequency trends present speed known to bias fatigue damage estimates, and, hence, removal their influence is important for accurate life estimation. When raw available, this procedure straightforward; howev...

introduction: gutta-percha (gp), is a neutral and non-toxic material. the aim of this animal study was to compare the biocompatibility of nanosilver coated gp (ns-gp) with conventional gp in subcutaneous tissues in a rat model. methods and materials: conventional gp and ns-gp were subcutaneously implanted in the backs of 20 male wistar rats ( n =10). a control animal was assigned for each trial...

This paper presents a novel strategy for voice conversion by solving style and content separation task using a two-factor Gaussian Process Latent Variable Model (GP-LVM). A generative model for speech is developed by interaction of style and content, which represent the voice individual characteristics and semantic information respectively. The interaction is captured by a GP-LVM with two laten...

‎there is a flatness property of acts over monoids called condition $(pwp)$ which‎, ‎so far‎, ‎has received‎ ‎much attention‎. ‎in this paper‎, ‎we introduce condition gp-$(p)$‎, ‎which is a generalization of condition $(pwp)$‎. ‎firstly‎, ‎some  characterizations of monoids by condition gp-$(p)$ of their‎ ‎(cyclic‎, ‎rees factor) acts are given‎, ‎and many known results are generalized‎. ‎more...

‎There is a flatness property of acts over monoids called Condition $(PWP)$ which‎, ‎so far‎, ‎has received‎ ‎much attention‎. ‎In this paper‎, ‎we introduce Condition GP-$(P)$‎, ‎which is a generalization of Condition $(PWP)$‎. ‎Firstly‎, ‎some  characterizations of monoids by Condition GP-$(P)$ of their‎ ‎(cyclic‎, ‎Rees factor) acts are given‎, ‎and many known results are generalized‎. ‎More...