Class information for:
Level 1: SIMULAT OPTIMIZAT SYST//ENGN OPTIMIZAT MODELING//SPACE MAPPING

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
15021 667 20.6 55%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
97 24964 IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES//IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS//MICROWAVE AND OPTICAL TECHNOLOGY LETTERS

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 SIMULAT OPTIMIZAT SYST Address 144 91% 9% 60
2 ENGN OPTIMIZAT MODELING Address 134 86% 10% 68
3 SPACE MAPPING Author keyword 51 47% 12% 82
4 SPACE MAPPING SM Author keyword 38 84% 3% 21
5 ELECTROMAGNETIC EM OPTIMIZATION Author keyword 18 89% 1% 8
6 RESPONSE CORRECTION Author keyword 15 82% 1% 9
7 SURROGATE MODELING Address 12 86% 1% 6
8 COMPUTER AIDED DESIGN CAD Author keyword 11 16% 9% 63
9 MICROWAVE DESIGN Author keyword 10 63% 1% 10
10 NEURAL SPACE MAPPING Author keyword 9 83% 1% 5

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 SPACE MAPPING 51 47% 12% 82 Search SPACE+MAPPING Search SPACE+MAPPING
2 SPACE MAPPING SM 38 84% 3% 21 Search SPACE+MAPPING+SM Search SPACE+MAPPING+SM
3 ELECTROMAGNETIC EM OPTIMIZATION 18 89% 1% 8 Search ELECTROMAGNETIC+EM+OPTIMIZATION Search ELECTROMAGNETIC+EM+OPTIMIZATION
4 RESPONSE CORRECTION 15 82% 1% 9 Search RESPONSE+CORRECTION Search RESPONSE+CORRECTION
5 COMPUTER AIDED DESIGN CAD 11 16% 9% 63 Search COMPUTER+AIDED+DESIGN+CAD Search COMPUTER+AIDED+DESIGN+CAD
6 MICROWAVE DESIGN 10 63% 1% 10 Search MICROWAVE+DESIGN Search MICROWAVE+DESIGN
7 NEURAL SPACE MAPPING 9 83% 1% 5 Search NEURAL+SPACE+MAPPING Search NEURAL+SPACE+MAPPING
8 FIELD BASED SYNTHESIS 8 100% 1% 5 Search FIELD+BASED+SYNTHESIS Search FIELD+BASED+SYNTHESIS
9 OUTPUT SPACE MAPPING 8 100% 1% 5 Search OUTPUT+SPACE+MAPPING Search OUTPUT+SPACE+MAPPING
10 ADJOINT VARIABLE METHOD AVM 7 56% 1% 9 Search ADJOINT+VARIABLE+METHOD+AVM Search ADJOINT+VARIABLE+METHOD+AVM

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 ELECTROMAGNETIC OPTIMIZATION 35 53% 7% 46
2 EM ANN MODELS 21 69% 3% 18
3 EM BASED DESIGN 18 83% 1% 10
4 VARIABLE METHOD 15 63% 2% 15
5 SPACE MAPPING OPTIMIZATION 13 53% 3% 17
6 DESIGN INVITED ARTICLE 12 86% 1% 6
7 COARSE MODELS 11 100% 1% 6
8 MICROWAVE DESIGN 8 70% 1% 7
9 GRADIENT BASED OPTIMIZATION 8 75% 1% 6
10 TIME DOMAIN TLM 8 100% 1% 5

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
EM-based optimization of microwave circuits using artificial neural networks: The state-of-the-art 2004 83 53 79%
Neural networks for microwave modeling: Model development issues and nonlinear modeling techniques 2001 46 44 59%
Review of the Space Mapping Approach to Engineering Optimization and Modeling 2000 23 25 52%
Modeling and Design of High-Frequency Structures Using Artificial Neural Networks and Space Mapping 2012 0 28 50%
Neural network structures and training algorithms for RF and microwave applications 1999 38 57 16%

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 SIMULAT OPTIMIZAT SYST 144 91% 9.0% 60
2 ENGN OPTIMIZAT MODELING 134 86% 10% 68
3 SURROGATE MODELING 12 86% 0.9% 6
4 ELECT SYST INFORMAT 5 63% 0.7% 5
5 CAMPMODE 3 43% 0.9% 6
6 RF ELECT GRP 3 100% 0.4% 3
7 INFORMAT TECHNOL COMMUN TIC 2 67% 0.3% 2
8 CJ HUANG INFO TECH 1 100% 0.3% 2
9 DIPARTIMENTO FIS MATERIA INGN ELETTRON 1 40% 0.3% 2
10 ADV MFG PACKAGING MICROWAVE OPT DIGITAL E 1 17% 0.7% 5

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000156872 ELLIPSOIDAL TECHNIQUE//DESIGN CENTERING//PARAMETRIC YIELD
2 0.0000113527 COMPUTER EXPERIMENT//COMPUTER EXPERIMENTS//LATIN HYPERCUBE DESIGN
3 0.0000107303 ON OFF METHOD//DENSITY METHOD//PPGEPS PUCPR
4 0.0000102020 LARGE SIGNAL MODEL//NONLINEAR MEASUREMENTS//MESFETS
5 0.0000094264 PARTIAL ELEMENT EQUIVALENT CIRCUIT PEEC//ON CHIP CIRCUITS//PARTIAL ELEMENT EQUIVALENT CIRCUIT
6 0.0000088145 NOISE PARAMETERS//HIGH FREQUENCY HF NOISE//KINK PHENOMENON
7 0.0000087435 RELUCTANCE NETWORK RN//ELE OTECH GRENOBLEENSIEG//INDUCTION MOTOR DESIGN
8 0.0000085407 TRANSMISSION LINE MATRIX METHOD//TRANSMISSION LINE MATRIX TLM METHOD//TRANSMISSION LINE MATRIX
9 0.0000072990 SOMMERFELD INTEGRALS//DISCRETE COMPLEX IMAGE METHOD DCIM//SURFACE WAVE POLES
10 0.0000070659 ELLIPTICAL WAVEGUIDE//FULL WAVE SEGMENTATION METHOD//ELLIPTICAL WAVEGUIDES