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

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
3141 1                   STRUCTURAL SAFETY//STRUCTURAL RELIABILITY//RELIABILITY BASED DESIGN OPTIMIZATION 2087
5734 1                   COMPUTER EXPERIMENTS//LATIN HYPERCUBE DESIGN//SPACE FILLING DESIGN 1612
6153 1                   POLYNOMIAL CHAOS//UNCERTAINTY QUANTIFICATION//STOCHASTIC COLLOCATION 1551
9232 1                   GLOBAL SENSITIVITY ANALYSIS//HIGH DIMENSIONAL MODEL REPRESENTATION//WASTE ISOLATION PILOT PLANT 1206
9607 1                   STOCHASTIC FINITE ELEMENT METHOD//PROBABILITY DENSITY EVOLUTION METHOD//VARIABILITY RESPONSE FUNCTIONS 1169
10751 1                   CONVEX MODEL//UNCERTAIN BUT BOUNDED PARAMETERS//INTERVAL ANALYSIS 1066

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 POLYNOMIAL CHAOS authKW 880574 4% 75% 324
2 UNCERTAINTY QUANTIFICATION authKW 798961 6% 41% 538
3 COMPUTER EXPERIMENTS authKW 536270 3% 56% 266
4 STRUCTURAL SAFETY journal 421603 4% 34% 347
5 STRUCTURAL RELIABILITY authKW 334267 3% 38% 240
6 EPISTEMIC UNCERTAINTY authKW 271801 2% 51% 147
7 POLYNOMIAL CHAOS EXPANSION authKW 257308 1% 62% 114
8 STOCHASTIC COLLOCATION authKW 249357 1% 79% 87
9 STOCHASTIC FINITE ELEMENTS authKW 246661 1% 76% 90
10 STOCHASTIC FINITE ELEMENT METHOD authKW 236837 1% 68% 96

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Engineering, General 43796 17% 1% 1517
2 Mathematics, Interdisciplinary Applications 29404 14% 1% 1177
3 Mechanics 27065 20% 0% 1739
4 Computer Science, Interdisciplinary Applications 26059 15% 1% 1325
5 Engineering, Mechanical 23610 17% 0% 1515
6 Engineering, Civil 20048 14% 1% 1199
7 Operations Research & Management Science 14070 9% 1% 825
8 Statistics & Probability 11464 9% 0% 808
9 Engineering, Industrial 9879 6% 1% 528
10 Engineering, Aerospace 7723 5% 1% 411

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MAT PROC DESIGN CONTROL 60965 0% 47% 36
2 CHAIR RISK SAFETY UNCERTAINTY QUANTIFICAT 55915 0% 86% 18
3 6849 43493 0% 100% 12
4 STRUCT ANAL SEISM 36842 0% 31% 33
5 STATE ADV DESIGN MFG VEHICLE BODY 33488 1% 9% 108
6 AIRCRAFT RELIABIL ENGN 31321 0% 79% 11
7 SEMINAR PL MATH 26698 1% 16% 47
8 AERONAUT 24410 2% 5% 145
9 CSQI MATHICSE 22577 0% 69% 9
10 ELEUSI 21918 0% 55% 11

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STRUCTURAL SAFETY 421603 4% 34% 347
2 PROBABILISTIC ENGINEERING MECHANICS 202543 3% 24% 230
3 STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION 147501 3% 14% 297
4 RELIABILITY ENGINEERING & SYSTEM SAFETY 136882 5% 9% 405
5 SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION 118091 1% 45% 72
6 INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION 109155 1% 42% 72
7 JOURNAL OF MECHANICAL DESIGN 55489 3% 7% 225
8 COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING 38744 3% 4% 304
9 COMPUTERS & STRUCTURES 31778 3% 3% 286
10 ENGINEERING OPTIMIZATION 29599 1% 8% 109

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 POLYNOMIAL CHAOS 880574 4% 75% 324 Search POLYNOMIAL+CHAOS Search POLYNOMIAL+CHAOS
2 UNCERTAINTY QUANTIFICATION 798961 6% 41% 538 Search UNCERTAINTY+QUANTIFICATION Search UNCERTAINTY+QUANTIFICATION
3 COMPUTER EXPERIMENTS 536270 3% 56% 266 Search COMPUTER+EXPERIMENTS Search COMPUTER+EXPERIMENTS
4 STRUCTURAL RELIABILITY 334267 3% 38% 240 Search STRUCTURAL+RELIABILITY Search STRUCTURAL+RELIABILITY
5 EPISTEMIC UNCERTAINTY 271801 2% 51% 147 Search EPISTEMIC+UNCERTAINTY Search EPISTEMIC+UNCERTAINTY
6 POLYNOMIAL CHAOS EXPANSION 257308 1% 62% 114 Search POLYNOMIAL+CHAOS+EXPANSION Search POLYNOMIAL+CHAOS+EXPANSION
7 STOCHASTIC COLLOCATION 249357 1% 79% 87 Search STOCHASTIC+COLLOCATION Search STOCHASTIC+COLLOCATION
8 STOCHASTIC FINITE ELEMENTS 246661 1% 76% 90 Search STOCHASTIC+FINITE+ELEMENTS Search STOCHASTIC+FINITE+ELEMENTS
9 STOCHASTIC FINITE ELEMENT METHOD 236837 1% 68% 96 Search STOCHASTIC+FINITE+ELEMENT+METHOD Search STOCHASTIC+FINITE+ELEMENT+METHOD
10 RELIABILITY BASED DESIGN OPTIMIZATION 232347 1% 70% 92 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.

Classes with closest relation at Level 2


rank cluster_id2 link
1 3319 PROPER ORTHOGONAL DECOMPOSITION//REDUCED BASIS METHOD//REDUCED ORDER MODEL
2 2260 TOPOLOGY OPTIMIZATION//STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION//SHAPE OPTIMIZATION
3 1403 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION//DIFFERENTIAL EVOLUTION//MULTI OBJECTIVE OPTIMIZATION
4 2770 JOURNAL OF COMPLEXITY//QUASI MONTE CARLO METHODS//QUASI MONTE CARLO
5 1828 D OPTIMALITY//JOURNAL OF STATISTICAL PLANNING AND INFERENCE//STATISTICS & PROBABILITY
6 2366 BRAKE SQUEAL//SQUEAL//FRICTION INDUCED VIBRATION
7 3173 BUCKLING//THIN-WALLED STRUCTURES//EXTERNAL PRESSURE
8 1972 BETON- UND STAHLBETONBAU//BAUINGENIEUR//MASSIVBAU
9 1722 JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS//WIND AND STRUCTURES//WIND LOADS
10 983 RELIABILITY ENGINEERING & SYSTEM SAFETY//IEEE TRANSACTIONS ON RELIABILITY//PROCESS SAFETY PROGRESS

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