• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
搜索

Author:

Diao, Huaimin (Diao, Huaimin.) | Wang, Yan (Wang, Yan.) | Wang, Dianpeng (Wang, Dianpeng.)

Indexed by:

Scopus SCIE

Abstract:

The problem with computer model calibration by tuning the parameters associated with computer models is significant in many engineering and scientific applications. Although several methods have been established to estimate the calibration parameters, research focusing on the design of calibration parameters remains limited. Therefore, this paper proposes a sequential computer experiment design based on the D-optimal criterion, which can efficiently tune the calibration parameters while improving the prediction ability of the calibrated computer model. Numerical comparisons of the simulated and real data demonstrate the efficiency of the proposed technique.

Keyword:

calibration fisher information sequential D-optimal surrogate model computer models

Author Community:

  • [ 1 ] [Diao, Huaimin]Beijing Inst Technol, Sch Math & Stat, Beijing 100081, Peoples R China
  • [ 2 ] [Wang, Dianpeng]Beijing Inst Technol, Sch Math & Stat, Beijing 100081, Peoples R China
  • [ 3 ] [Wang, Yan]Beijing Univ Technol, Sch Stat & Data Sci, Beijing 100124, Peoples R China

Reprint Author's Address:

Show more details

Related Keywords:

Source :

MATHEMATICS

Year: 2022

Issue: 9

Volume: 10

2 . 4

JCR@2022

2 . 4 0 0

JCR@2022

ESI Discipline: MATHEMATICS;

ESI HC Threshold:20

JCR Journal Grade:1

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 3

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

Affiliated Colleges:

Online/Total:334/10596712
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.