Class information for:
Level 1: COMPUTER EXPERIMENTS//LATIN HYPERCUBE DESIGN//SPACE FILLING DESIGN

Basic class information
Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
22 4 AUTOMATION & CONTROL SYSTEMS//ENGINEERING, CIVIL//ACOUSTICS 457813
178 3       COMPUTERS & STRUCTURES//TOPOLOGY OPTIMIZATION//STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION 56949
1336 2             POLYNOMIAL CHAOS//UNCERTAINTY QUANTIFICATION//COMPUTER EXPERIMENTS 8691
5734 1                   COMPUTER EXPERIMENTS//LATIN HYPERCUBE DESIGN//SPACE FILLING DESIGN 1612

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMPUTER EXPERIMENTS authKW 2494960 15% 52% 247
2 LATIN HYPERCUBE DESIGN authKW 713206 3% 79% 46
3 SPACE FILLING DESIGN authKW 704798 3% 69% 52
4 SURROGATE MODEL authKW 545905 9% 20% 143
5 EXPECTED IMPROVEMENT authKW 504078 2% 68% 38
6 METAMODEL authKW 432145 7% 19% 117
7 KRIGING authKW 318936 11% 9% 179
8 EFFICIENT GLOBAL OPTIMIZATION authKW 220529 1% 59% 19
9 EXPENSIVE FUNCTION authKW 216548 1% 92% 12
10 GAUSSIAN PROCESS authKW 213877 7% 10% 109

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 17799 26% 0% 416
2 Engineering, General 11005 20% 0% 326
3 Operations Research & Management Science 9320 17% 0% 282
4 Computer Science, Interdisciplinary Applications 6879 18% 0% 291
5 Engineering, Aerospace 4138 8% 0% 127
6 Mathematics, Interdisciplinary Applications 4129 12% 0% 191
7 Engineering, Industrial 1835 6% 0% 98
8 Mechanics 1598 12% 0% 190
9 Engineering, Mechanical 1311 10% 0% 161
10 Mathematics, Applied 349 7% 0% 115

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CAD SUPPORTED SOFTWARE ENGN 78195 0% 67% 6
2 MULTIDISCIPLINARY ANAL DESIGN ADV VEHICLES 61089 0% 63% 5
3 H MILTON STEWART IND SYST ENGN 45408 2% 7% 34
4 LMR ERSN 39099 0% 100% 2
5 MODEL VALIDAT UNCERTAINTY QUANTIFICAT 39099 0% 100% 2
6 1544 35187 0% 60% 3
7 VALIDAT UNCERTAINTY ESTIMAT 35187 0% 60% 3
8 OPTIMIZAT UNCERTAINTY ESTIMAT 30539 0% 31% 5
9 COMPUTAT ENGN DESIGN GRP 28142 1% 13% 11
10 STAT SCI GRP 26631 1% 9% 15

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 TECHNOMETRICS 102166 5% 6% 86
2 STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION 79793 6% 4% 94
3 SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION 39805 1% 11% 18
4 ENGINEERING OPTIMIZATION 32389 3% 3% 49
5 INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION 25546 1% 9% 15
6 OPTIMIZATION AND ENGINEERING 20263 1% 5% 22
7 JOURNAL OF MECHANICAL DESIGN 18570 3% 2% 56
8 JOURNAL OF GLOBAL OPTIMIZATION 15103 3% 2% 42
9 STATISTICA SINICA 10166 2% 2% 31
10 RELIABILITY ENGINEERING & SYSTEM SAFETY 7900 3% 1% 42

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 COMPUTER EXPERIMENTS 2494960 15% 52% 247 Search COMPUTER+EXPERIMENTS Search COMPUTER+EXPERIMENTS
2 LATIN HYPERCUBE DESIGN 713206 3% 79% 46 Search LATIN+HYPERCUBE+DESIGN Search LATIN+HYPERCUBE+DESIGN
3 SPACE FILLING DESIGN 704798 3% 69% 52 Search SPACE+FILLING+DESIGN Search SPACE+FILLING+DESIGN
4 SURROGATE MODEL 545905 9% 20% 143 Search SURROGATE+MODEL Search SURROGATE+MODEL
5 EXPECTED IMPROVEMENT 504078 2% 68% 38 Search EXPECTED+IMPROVEMENT Search EXPECTED+IMPROVEMENT
6 METAMODEL 432145 7% 19% 117 Search METAMODEL Search METAMODEL
7 KRIGING 318936 11% 9% 179 Search KRIGING Search KRIGING
8 EFFICIENT GLOBAL OPTIMIZATION 220529 1% 59% 19 Search EFFICIENT+GLOBAL+OPTIMIZATION Search EFFICIENT+GLOBAL+OPTIMIZATION
9 EXPENSIVE FUNCTION 216548 1% 92% 12 Search EXPENSIVE+FUNCTION Search EXPENSIVE+FUNCTION
10 GAUSSIAN PROCESS 213877 7% 10% 109 Search GAUSSIAN+PROCESS Search GAUSSIAN+PROCESS

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.

Classes with closest relation at Level 1


rank cluster_id2 link
1 20950 DERIVATIVE FREE OPTIMIZATION//DIRECT SEARCH//DIRECT SEARCH METHODS
2 9232 GLOBAL SENSITIVITY ANALYSIS//HIGH DIMENSIONAL MODEL REPRESENTATION//WASTE ISOLATION PILOT PLANT
3 17743 MULTIDISCIPLINARY DESIGN OPTIMIZATION//COLLABORATIVE OPTIMIZATION//ANALYTICAL TARGET CASCADING
4 27064 SEQUENTIAL BIFURCATION//AVERAGE PASSENGER TRAVEL TIME//CONTROLLED SEQUENTIAL BIFURCATION
5 3141 STRUCTURAL SAFETY//STRUCTURAL RELIABILITY//RELIABILITY BASED DESIGN OPTIMIZATION
6 15197 SIMULAT OPTIMIZAT SYST//ENGN OPTIMIZAT MODELING//SPACE MAPPING
7 12158 AERODYNAMIC SHAPE OPTIMIZATION//PARALLEL CFD OPTIMIZAT UNIT//ADJOINT METHOD
8 6149 MINIMUM ABERRATION//SUPERSATURATED DESIGN//WORD LENGTH PATTERN
9 5641 VARIOGRAM//KRIGING//BME
10 13592 RANKING AND SELECTION//ORDINAL OPTIMIZATION//OUTPUT ANALYSIS

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