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 | 558 | 2013 |
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 | 305 | 2013 |
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 | 279 | 2020 |
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 | 218 | 2009 |
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 | 155 | 2016 |
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 | 147 | 2011 |
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 | 138 | 2022 |
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 | 128 | 2017 |
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 | 115 | 2014 |
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 | 103 | 2019 |
Automated design of analog and high-frequency circuits B Liu, G Gielen, FV Fernández A computational intelligence approach, Springer, Berlin, Heidelberg, 978-3, 2014 | 99 | 2014 |
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 | 91 | 2011 |
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 | 87 | 2022 |
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 | 82 | 2021 |
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 | 81 | 2014 |
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 | 80 | 2021 |
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 | 73 | 2012 |
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 | 71 | 2017 |
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 | 69 | 2021 |
Efficient global optimisation of microwave antennas based on a parallel surrogate model‐assisted evolutionary algorithm B Liu, MO Akinsolu, N Ali, R Abd‐Alhameed IET Microwaves, Antennas & Propagation 13 (2), 149-155, 2019 | 68 | 2019 |