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Bo Liu
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A Gaussian process surrogate model assisted evolutionary algorithm for medium scale expensive optimization problems
B Liu, Q Zhang, GGE Gielen
IEEE Transactions on Evolutionary Computation 18 (2), 180-192, 2013
5602013
An efficient method for antenna design optimization based on evolutionary computation and machine learning techniques
B Liu, H Aliakbarian, Z Ma, GAE Vandenbosch, G Gielen, P Excell
IEEE transactions on antennas and propagation 62 (1), 7-18, 2013
3072013
A comprehensive survey of “metamaterial transmission-line based antennas: Design, challenges, and applications”
M Alibakhshikenari, BS Virdee, L Azpilicueta, M Naser-Moghadasi, ...
Ieee Access 8, 144778-144808, 2020
2792020
Analog circuit optimization system based on hybrid evolutionary algorithms
B Liu, Y Wang, Z Yu, L Liu, M Li, Z Wang, J Lu, FV Fernández
Integration 42 (2), 137-148, 2009
2182009
A multi-fidelity surrogate-model-assisted evolutionary algorithm for computationally expensive optimization problems
B Liu, S Koziel, Q Zhang
Journal of computational science 12, 28-37, 2016
1552016
Efficient and accurate statistical analog yield optimization and variation-aware circuit sizing based on computational intelligence techniques
B Liu, FV Fernández, GGE Gielen
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2011
1472011
Artificial intelligence enabled radio propagation for communications—Part II: Scenario identification and channel modeling
C Huang, R He, B Ai, AF Molisch, BK Lau, K Haneda, B Liu, CX Wang, ...
IEEE Transactions on Antennas and Propagation 70 (6), 3955-3969, 2022
1392022
Global optimization of microwave filters based on a surrogate model-assisted evolutionary algorithm
B Liu, H Yang, MJ Lancaster
IEEE Transactions on Microwave Theory and Techniques 65 (6), 1976-1985, 2017
1312017
Gaspad: A general and efficient mm-wave integrated circuit synthesis method based on surrogate model assisted evolutionary algorithm
B Liu, D Zhao, P Reynaert, GGE Gielen
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2014
1162014
A parallel surrogate model assisted evolutionary algorithm for electromagnetic design optimization
MO Akinsolu, B Liu, V Grout, PI Lazaridis, ME Mognaschi, P Di Barba
IEEE Transactions on Emerging Topics in Computational Intelligence 3 (2), 93-105, 2019
1032019
Automated design of analog and high-frequency circuits
B Liu, G Gielen, FV Fernández
A computational intelligence approach, Springer, Berlin, Heidelberg, 978-3, 2014
1002014
Synthesis of integrated passive components for high-frequency RF ICs based on evolutionary computation and machine learning techniques
B Liu, D Zhao, P Reynaert, GGE Gielen
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2011
912011
Artificial intelligence enabled radio propagation for communications—Part I: Channel characterization and antenna-channel optimization
C Huang, R He, B Ai, AF Molisch, BK Lau, K Haneda, B Liu, CX Wang, ...
IEEE Transactions on Antennas and Propagation 70 (6), 3939-3954, 2022
872022
Dual-polarized highly folded bowtie antenna with slotted self-grounded structure for sub-6 GHz 5G applications
M Alibakhshikenari, BS Virdee, CH See, P Shukla, SM Moghaddam, ...
IEEE Transactions on Antennas and Propagation 70 (4), 3028-3033, 2021
822021
Problem definition and evaluation criteria for CEC 2015 special session and competition on bound constrained single-objective computationally expensive numerical optimization
Q Chen, B Liu, Q Zhang, JJ Liang, PN Suganthan, BY Qu
Computational Intelligence Laboratory, Zhengzhou University, China and …, 2014
812014
An Efficient Analog Circuit Sizing Method Based on Machine Learning Assisted Global Optimization
Budak, A., Gandara, M., Shi, W., Pan, D., Sun, N., Liu, B.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021
802021
An efficient high-frequency linear RF amplifier synthesis method based on evolutionary computation and machine learning techniques
B Liu, N Deferm, D Zhao, P Reynaert, GGE Gielen
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2012
742012
WR-3 waveguide bandpass filters fabricated using high precision CNC machining and SU-8 photoresist technology
H Yang, Y Dhayalan, X Shang, MJ Lancaster, B Liu, H Wang, M Henry, ...
IEEE Transactions on Terahertz Science and Technology 8 (1), 100-107, 2017
712017
Efficient global optimization of actuator based on a surrogate model assisted hybrid algorithm
B Liu, V Grout, A Nikolaeva
IEEE Transactions on Industrial Electronics 65 (7), 5712-5721, 2017
702017
An efficient method for complex antenna design based on a self adaptive surrogate model-assisted optimization technique
B Liu, MO Akinsolu, C Song, Q Hua, P Excell, Q Xu, Y Huang, MA Imran
IEEE Transactions on Antennas and Propagation 69 (4), 2302-2315, 2021
692021
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