Class information for:
Level 2: POLYNOMIAL CHAOS//UNCERTAINTY QUANTIFICATION//COMPUTER EXPERIMENTS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
1354 8281 29.5 47%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
377 3       TOPOLOGY OPTIMIZATION//STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION//LATTICE RULES 32367
1354 2             POLYNOMIAL CHAOS//UNCERTAINTY QUANTIFICATION//COMPUTER EXPERIMENTS 8281
3278 1                   POLYNOMIAL CHAOS//UNCERTAINTY QUANTIFICATION//STOCHASTIC COLLOCATION 2021
3613 1                   STRUCTURAL SAFETY//STRUCTURAL RELIABILITY//RELIABILITY BASED DESIGN OPTIMIZATION 1945
5611 1                   COMPUTER EXPERIMENTS//SURROGATE MODEL//LATIN HYPERCUBE DESIGN 1597
8731 1                   GLOBAL SENSITIVITY ANALYSIS//WASTE ISOLATION PILOT PLANT//HIGH DIMENSIONAL MODEL REPRESENTATION 1223
14448 1                   CONVEX MODEL//UNCERTAIN BUT BOUNDED PARAMETERS//INTERVAL FINITE ELEMENT METHOD 769
22592 1                   MANUFACTURED SOLUTIONS//CODE VERIFICATION//AREA METRIC 375
29917 1                   STOCHASTIC BOUNDARY ELEMENT METHOD//SPLINE FICTITIOUS BOUNDARY ELEMENT METHOD//GENERAL ORTHOTROPY 177
30114 1                   STOCHASTIC OPERATIONAL MATRIX//UNIV MATEMAT MULTIDISCIPLINAR//RANDOM DIFFERENTIAL EQUATIONS 174

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 POLYNOMIAL CHAOS authKW 896755 4% 78% 312
2 UNCERTAINTY QUANTIFICATION authKW 688542 6% 41% 457
3 COMPUTER EXPERIMENTS authKW 472566 3% 53% 240
4 STRUCTURAL SAFETY journal 366984 4% 32% 314
5 STRUCTURAL RELIABILITY authKW 323995 3% 38% 229
6 SURROGATE MODEL authKW 240877 2% 32% 204
7 STOCHASTIC COLLOCATION authKW 231127 1% 80% 78
8 STOCHASTIC FINITE ELEMENTS authKW 210215 1% 70% 81
9 GLOBAL SENSITIVITY ANALYSIS authKW 196796 2% 40% 133
10 POLYNOMIAL CHAOS EXPANSION authKW 194080 1% 60% 88

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with term
in class
1 Engineering, General 38335 17% 1% 1381
2 Computer Science, Interdisciplinary Applications 26887 16% 1% 1306
3 Mathematics, Interdisciplinary Applications 26830 13% 1% 1096
4 Mechanics 26810 20% 0% 1682
5 Engineering, Mechanical 20130 16% 0% 1366
6 Engineering, Civil 18799 14% 1% 1124
7 Operations Research & Management Science 12762 9% 1% 768
8 Statistics & Probability 10196 9% 0% 745
9 Engineering, Industrial 8548 6% 1% 480
10 Engineering, Aerospace 8458 5% 1% 418

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 MAT PROC DESIGN CONTROL 69076 0% 49% 38
2 CHAIR RISK SAFETY UNCERTAINTY QUANTIFICAT 38923 0% 81% 13
3 6849 37160 0% 92% 11
4 UNIV MATEMAT MULTIDISCIPLINAR 31047 0% 25% 34
5 AIRCRAFT RELIABIL ENGN 30709 0% 83% 10
6 STATE ADV DESIGN MFG VEHICLE BODY 27018 1% 8% 89
7 AERONAUT 23171 2% 5% 135
8 CSQI MATHICSE 22958 0% 69% 9
9 ELEUSI 22287 0% 55% 11
10 MATHICSE CSQI 21438 0% 73% 8

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 STRUCTURAL SAFETY 366984 4% 32% 314
2 PROBABILISTIC ENGINEERING MECHANICS 170027 3% 22% 208
3 RELIABILITY ENGINEERING & SYSTEM SAFETY 115656 4% 9% 364
4 INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION 110584 1% 44% 68
5 STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION 103411 3% 12% 236
6 COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING 38662 4% 4% 296
7 COMPUTERS & STRUCTURES 30276 3% 3% 275
8 JOURNAL OF MECHANICAL DESIGN 29843 2% 5% 162
9 ENGINEERING OPTIMIZATION 25844 1% 7% 98
10 TECHNOMETRICS 22449 1% 7% 92

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 POLYNOMIAL CHAOS 896755 4% 78% 312 Search POLYNOMIAL+CHAOS Search POLYNOMIAL+CHAOS
2 UNCERTAINTY QUANTIFICATION 688542 6% 41% 457 Search UNCERTAINTY+QUANTIFICATION Search UNCERTAINTY+QUANTIFICATION
3 COMPUTER EXPERIMENTS 472566 3% 53% 240 Search COMPUTER+EXPERIMENTS Search COMPUTER+EXPERIMENTS
4 STRUCTURAL RELIABILITY 323995 3% 38% 229 Search STRUCTURAL+RELIABILITY Search STRUCTURAL+RELIABILITY
5 SURROGATE MODEL 240877 2% 32% 204 Search SURROGATE+MODEL Search SURROGATE+MODEL
6 STOCHASTIC COLLOCATION 231127 1% 80% 78 Search STOCHASTIC+COLLOCATION Search STOCHASTIC+COLLOCATION
7 STOCHASTIC FINITE ELEMENTS 210215 1% 70% 81 Search STOCHASTIC+FINITE+ELEMENTS Search STOCHASTIC+FINITE+ELEMENTS
8 GLOBAL SENSITIVITY ANALYSIS 196796 2% 40% 133 Search GLOBAL+SENSITIVITY+ANALYSIS Search GLOBAL+SENSITIVITY+ANALYSIS
9 POLYNOMIAL CHAOS EXPANSION 194080 1% 60% 88 Search POLYNOMIAL+CHAOS+EXPANSION Search POLYNOMIAL+CHAOS+EXPANSION
10 RELIABILITY BASED DESIGN OPTIMIZATION 182037 1% 64% 77 Search RELIABILITY+BASED+DESIGN+OPTIMIZATION Search RELIABILITY+BASED+DESIGN+OPTIMIZATION

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.


Rank Reference # ref. in
cl.		 Shr. of ref. in
cl.		 Citations
1 BORGONOVO, E , PLISCHKE, E , (2016) SENSITIVITY ANALYSIS: A REVIEW OF RECENT ADVANCES.EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. VOL. 248. ISSUE 3. P. 869 -887 76 59% 18
2 VALDEBENITO, MA , SCHUELLER, GI , (2010) A SURVEY ON APPROACHES FOR RELIABILITY-BASED OPTIMIZATION.STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION. VOL. 42. ISSUE 5. P. 645-663 91 90% 88
3 STEFANOU, G , (2009) THE STOCHASTIC FINITE ELEMENT METHOD: PAST, PRESENT AND FUTURE.COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING. VOL. 198. ISSUE 9-12. P. 1031 -1051 103 62% 248
4 YAO, W , CHEN, XQ , LUO, WC , VAN TOOREN, M , GUO, J , (2011) REVIEW OF UNCERTAINTY-BASED MULTIDISCIPLINARY DESIGN OPTIMIZATION METHODS FOR AEROSPACE VEHICLES.PROGRESS IN AEROSPACE SCIENCES. VOL. 47. ISSUE 6. P. 450 -479 108 63% 75
5 SOIZE, C , (2013) STOCHASTIC MODELING OF UNCERTAINTIES IN COMPUTATIONAL STRUCTURAL DYNAMICS-RECENT THEORETICAL ADVANCES.JOURNAL OF SOUND AND VIBRATION. VOL. 332. ISSUE 10. P. 2379 -2395 82 79% 31
6 WEI, PF , LU, ZZ , SONG, JW , (2015) VARIABLE IMPORTANCE ANALYSIS: A COMPREHENSIVE REVIEW.RELIABILITY ENGINEERING & SYSTEM SAFETY. VOL. 142. ISSUE . P. 399 -432 94 65% 6
7 WANG, GG , SHAN, S , (2007) REVIEW OF METAMODELING TECHNIQUES IN SUPPORT OF ENGINEERING DESIGN OPTIMIZATION.JOURNAL OF MECHANICAL DESIGN. VOL. 129. ISSUE 4. P. 370-380 64 71% 454
8 XIU, DB , (2009) FAST NUMERICAL METHODS FOR STOCHASTIC COMPUTATIONS: A REVIEW.COMMUNICATIONS IN COMPUTATIONAL PHYSICS. VOL. 5. ISSUE 2-4. P. 242-272 60 83% 227
9 HELTON, JC , DAVIS, FJ , (2003) LATIN HYPERCUBE SAMPLING AND THE PROPAGATION OF UNCERTAINTY IN ANALYSES OF COMPLEX SYSTEMS.RELIABILITY ENGINEERING & SYSTEM SAFETY. VOL. 81. ISSUE 1. P. 23-69 98 51% 618
10 GUNZBURGER, MD , WEBSTER, CG , ZHANG, G , (2014) STOCHASTIC FINITE ELEMENT METHODS FOR PARTIAL DIFFERENTIAL EQUATIONS WITH RANDOM INPUT DATA.ACTA NUMERICA. VOL. 23. ISSUE . P. 521 -650 93 65% 9

Classes with closest relation at Level 2


Rank Class id link
1 3319 PROPER ORTHOGONAL DECOMPOSITION//REDUCED BASIS METHOD//REDUCED ORDER MODEL
2 3448 DERIVATIVE FREE OPTIMIZATION//GLOBAL OPTIMIZATION//FILLED FUNCTION METHOD
3 3270 JOURNAL OF COMPLEXITY//QUASI MONTE CARLO METHODS//QUASI MONTE CARLO
4 1851 TOPOLOGY OPTIMIZATION//STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION//STRUCTURAL OPTIMIZATION
5 2944 CRASHWORTHINESS//ENERGY ABSORPTION//AXIAL CRUSHING
6 1212 JOURNAL OF ENGINEERING DESIGN//QUALITY FUNCTION DEPLOYMENT//RESEARCH IN ENGINEERING DESIGN
7 2632 DEVS//SIMULATION//DISTRIBUTED SIMULATION
8 1716 D OPTIMALITY//STATISTICS & PROBABILITY//JOURNAL OF STATISTICAL PLANNING AND INFERENCE
9 1509 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION//EVOLUTIONARY ALGORITHMS//DIFFERENTIAL EVOLUTION
10 2477 EIGENVECTOR DERIVATIVES//STRUCTURAL DYNAMICS//COMPONENT MODE SYNTHESIS

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