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

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
1514 6943 28.9 45%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 3)


ID, lev.
above		 Publications Label for level above
85 77602 ENGINEERING, CIVIL//CONSTRUCTION & BUILDING TECHNOLOGY//JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Classes in level below (level 1)


ID, lev. below Publications Label for level below
3220 1959 STRUCTURAL SAFETY//STRUCTURAL RELIABILITY//RELIABILITY BASED DESIGN OPTIMIZATION
3628 1867 POLYNOMIAL CHAOS//UNCERTAINTY QUANTIFICATION//STOCHASTIC COLLOCATION
7177 1320 COMPUTER EXPERIMENT//COMPUTER EXPERIMENTS//LATIN HYPERCUBE DESIGN
8900 1139 COMPLIANCE CERTIFICATION APPLICATION//WASTE ISOLATION PILOT PLANT//MOMENT INDEPENDENT
15168 658 UNCERTAIN BUT BOUNDED PARAMETERS//INTERVAL PERTURBATION METHOD//INTERVAL FINITE ELEMENT METHOD

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 POLYNOMIAL CHAOS Author keyword 284 66% 4% 263
2 UNCERTAINTY QUANTIFICATION Author keyword 194 41% 5% 365
3 COMPUTER EXPERIMENT Author keyword 100 63% 1% 99
4 STRUCTURAL SAFETY Journal 97 30% 4% 274
5 STOCHASTIC COLLOCATION Author keyword 89 75% 1% 65
6 STRUCTURAL RELIABILITY Author keyword 69 29% 3% 198
7 LATIN HYPERCUBE DESIGN Author keyword 58 80% 1% 36
8 POLYNOMIAL CHAOS EXPANSION Author keyword 56 57% 1% 67
9 EPISTEMIC UNCERTAINTY Author keyword 54 41% 1% 102
10 GLOBAL SENSITIVITY ANALYSIS Author keyword 54 39% 2% 109

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 POLYNOMIAL CHAOS 284 66% 4% 263 Search POLYNOMIAL+CHAOS Search POLYNOMIAL+CHAOS
2 UNCERTAINTY QUANTIFICATION 194 41% 5% 365 Search UNCERTAINTY+QUANTIFICATION Search UNCERTAINTY+QUANTIFICATION
3 COMPUTER EXPERIMENT 100 63% 1% 99 Search COMPUTER+EXPERIMENT Search COMPUTER+EXPERIMENT
4 STOCHASTIC COLLOCATION 89 75% 1% 65 Search STOCHASTIC+COLLOCATION Search STOCHASTIC+COLLOCATION
5 STRUCTURAL RELIABILITY 69 29% 3% 198 Search STRUCTURAL+RELIABILITY Search STRUCTURAL+RELIABILITY
6 LATIN HYPERCUBE DESIGN 58 80% 1% 36 Search LATIN+HYPERCUBE+DESIGN Search LATIN+HYPERCUBE+DESIGN
7 POLYNOMIAL CHAOS EXPANSION 56 57% 1% 67 Search POLYNOMIAL+CHAOS+EXPANSION Search POLYNOMIAL+CHAOS+EXPANSION
8 EPISTEMIC UNCERTAINTY 54 41% 1% 102 Search EPISTEMIC+UNCERTAINTY Search EPISTEMIC+UNCERTAINTY
9 GLOBAL SENSITIVITY ANALYSIS 54 39% 2% 109 Search GLOBAL+SENSITIVITY+ANALYSIS Search GLOBAL+SENSITIVITY+ANALYSIS
10 STOCHASTIC FINITE ELEMENTS 53 66% 1% 49 Search STOCHASTIC+FINITE+ELEMENTS Search STOCHASTIC+FINITE+ELEMENTS

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 GENERALIZED POLYNOMIAL CHAOS 300 82% 2% 173
2 POLYNOMIAL CHAOS 236 64% 3% 234
3 RANDOM INPUT DATA 176 79% 2% 114
4 COMPUTER EXPERIMENTS 128 41% 4% 246
5 STRUCTURAL RELIABILITY 122 48% 3% 187
6 MODELING UNCERTAINTY 112 82% 1% 65
7 UNCERTAINTY IMPORTANCE MEASURE 91 89% 1% 41
8 CONVEX MODELS 79 69% 1% 67
9 LATIN HYPERCUBE DESIGNS 57 78% 1% 38
10 STOCHASTIC COLLOCATION METHOD 56 72% 1% 44

Journals


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 STRUCTURAL SAFETY 97 30% 4% 274
2 PROBABILISTIC ENGINEERING MECHANICS 50 23% 3% 196
3 INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION 38 50% 1% 54
4 STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION 30 13% 3% 220

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Global sensitivity analysis using polynomial chaos expansions 2008 187 30 100%
Recent advances in surrogate-based optimization 2009 261 42 60%
A methodology for performing global uncertainty and sensitivity analysis in systems biology 2008 254 46 70%
Global sensitivity analysis in hydrological modeling: Review of concepts, methods, theoretical framework, and applications 2015 2 165 40%
Kriging metamodeling in simulation: A review 2009 147 18 83%
Review of metamodeling techniques in support of engineering design optimization 2007 294 90 69%
The stochastic finite element method: Past, present and future 2009 168 165 63%
Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics 2009 114 49 88%
Surrogate-based analysis and optimization 2005 470 51 57%
Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems 2003 481 193 54%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 6849 30 100% 0.2% 12
2 MAT PROC DESIGN CONTROL 28 51% 0.6% 39
3 AIRCRAFT RELIABIL ENGN 21 90% 0.1% 9
4 GEORGE BROWN ENGN 12 86% 0.1% 6
5 ELEUSI 11 60% 0.2% 12
6 BEREICH PRUFSTAT 9 83% 0.1% 5
7 CHAIR RISK SAFETY UNCERTAINTY QUANTIFICAT 8 75% 0.1% 6
8 1544 8 100% 0.1% 5
9 AFFAI ZENITH 6 80% 0.1% 4
10 VALIDAT UNCERTAINTY ESTIMAT 6 80% 0.1% 4

Related classes at same level (level 2)


Rank Relatedness score Related classes
1 0.0000019376 STRUCTURE AND INFRASTRUCTURE ENGINEERING//ENGN ADV TECHNOL LARGE STRUCT SYST ATLSS//MARINE STRUCTURES
2 0.0000015409 TOPOLOGY OPTIMIZATION//STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION//STRUCTURAL OPTIMIZATION
3 0.0000015116 PROPER ORTHOGONAL DECOMPOSITION//REDUCED BASIS METHOD//REDUCED BASIS METHODS
4 0.0000014033 RANKING AND SELECTION//OPTIMIZATION VIA SIMULATION//RARE EVENT SIMULATION
5 0.0000013253 JOURNAL OF COMPLEXITY//LATTICE RULES//QUASI MONTE CARLO METHODS
6 0.0000013208 CRASHWORTHINESS//AXIAL CRUSHING//ENERGY ABSORPTION
7 0.0000011663 MINIMUM ABERRATION//UNIVERSAL OPTIMALITY//GENERALIZED MINIMUM ABERRATION
8 0.0000009201 MATHEMATICAL GEOLOGY//MULTIPLE POINT STATISTICS//TRAINING IMAGE
9 0.0000007437 DAMAGE DETECTION//MECHANICAL SYSTEMS AND SIGNAL PROCESSING//STRUCTURAL HEALTH MONITORING
10 0.0000007189 SURFACE SOIL CONTAMINATION//HUMAN AND ECOLOGICAL RISK ASSESSMENT//CANADIAN ENVIRONM MODELLING