Number of items: 100.
2024
Xue, L., Dixit, A., Kumar, N. , Georgiev, V. and Liu, B.
(2024)
Machine Learning-Assisted Device Circuit Co-optimization: A Case Study on Inverter.
IEEE Transactions on Electron Devices,
(Accepted for Publication)
Azizpour, R., Zakeri, H., Moradi, G., Alibakhshikenari, M., Falcone, F., Liu, B. , Dendini, T. A., Park, I., Koziel, S. and Limiti, E.
(2024)
Multi-channel Radio-over-Fiber Communication Systems through Modulation Instability Phenomenon.
IEEE Photonics Journal, 16(5),
7201813.
(doi: 10.1109/jphot.2024.3446314)
Ha, T.-D., Nie, X., Akinsolu, M., Liu, B. and Chen, P.-Y.
(2024)
An artificial intelligence-assisted optimization of imperceptible multi-mode rectenna.
IEEE Antennas and Wireless Propagation Letters,
(doi: 10.1109/LAWP.2024.3447693)
(Early Online Publication)
Zubair, M., Jabbar, A. , Tahir, F. A., Kazim, J. U. R. , Ur Rehman, M. , Imran, M. , Liu, B. and Abbasi, Q. H.
(2024)
A high-performance sub-THz planar antenna array for THz sensing and imaging applications.
Scientific Reports, 14,
17030.
(doi: 10.1038/s41598-024-68010-9)
(PMID:39043989)
(PMCID:PMC11266484)
Zhai, M. et al.
(2024)
A reflecting/absorbing dual-mode textile metasurface design.
IEEE Antennas and Wireless Propagation Letters,
(doi: 10.1109/LAWP.2024.3421549)
(Early Online Publication)
Liu, B. , Xue, L., Fan, H., Ding, Y., Imran, M. and Wu, T.
(2024)
An efficient and general automated power amplifier design method based on surrogate model assisted hybrid optimization technique.
IEEE Transactions on Microwave Theory and Techniques,
(Accepted for Publication)
Akinsolu, M. O., Al-Yasir, Y. I. A., Hua, Q., See, C. and Liu, B.
(2024)
AI-Driven Design of a Quasi-digitally-coded Wideband Microstrip Patch Antenna Array.
In: 18th European Conference on Antennas and Propagation (EuCAP), Glasgow, Scotland, 17-22 Mar 2024,
ISBN 9788831299091
(doi: 10.23919/EuCAP60739.2024.10501667)
Akinsolu, M. O., Hua, Q. and Liu, B.
(2024)
Automated Design of Antennas Using AI Techniques: A Review of Contemporary Methods
and Applications.
In: 18th European Conference on Antennas and Propagation (EuCAP), Glasgow, Scotland, 17-22 Mar 2024,
ISBN 9788831299-091
(doi: 10.23919/EuCAP60739.2024.10500986)
Fonseca, N. J. G., Akinsolu, M. O., Rico-Fernández, J., Liu, B. and Angevain, J.-C.
(2024)
Additively Manufactured Waveguide Hybrid Septum Coupler Optimized Using Machine Learning.
In: 18th European Conference on Antennas and Propagation (EuCAP), Glasgow, Scotland, 17-22 Mar 2024,
ISBN 9788831299091
(doi: 10.23919/eucap60739.2024.10501386)
Dutta, K., Akinsolu, M. O., Mishra, P. K., Liu, B. and Guha, D.
(2024)
Application of machine learning-assisted global optimization for improvement in design and performance of open resonant cavity antenna.
IEEE Open Journal of Antennas and Propagation,
(doi: 10.1109/OJAP.2024.3385675)
(Early Online Publication)
Zubair, M. , Jabbar, A. , Tahir, F. A., Ur-Rehman, M., Imran, M. A. , Liu, B. and Abbasi, Q. H.
(2024)
Design of Efficient and High Gain Sub-THz Series-Fed Antenna Array for THz Communication.
In: 2024 IEEE International Symposium on Antennas and Propagation and ITNC-USNC-URSI Radio Science Meeting, Florence, Italy, 14-19 July 2024,
(Accepted for Publication)
Mwang’amba, R., Mei, P., Akinsolu, M. O., Liu, B. and Zhang, S.
(2024)
Gain bandwidth enhancement and sidelobe level stabilization of mm-wave lens antennas
using AI-driven optimization.
IEEE Antennas and Wireless Propagation Letters,
(doi: 10.1109/LAWP.2024.3382028)
(Early Online Publication)
2023
Li, Z., Liu, Y. , Liu, B. , Le Kernec, J. and Yang, S.
(2023)
A holistic human activity recognition optimisation using AI techniques.
IET Radar, Sonar and Navigation,
(doi: 10.1049/rsn2.12474)
(Early Online Publication)
Zubair, M. , Akinsolu, M. O., Abohmra, A., Imran, M. A. , Liu, B. and Abbasi, Q. H.
(2023)
Terahertz Antenna Design Using Machine Learning Assisted Global Optimization Techniques.
In: 2023 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, Portland, Oregon, USA, 23–28 July 2023,
pp. 1007-1008.
ISBN 9781665442282
(doi: 10.1109/USNC-URSI52151.2023.10237823)
Zhang, Z., Liu, B. , Yu, Y., Imran, M. , Cheng, Q. S. and Yu, M.
(2023)
A surrogate modeling space definition method for efficient filter yield optimization.
IEEE Microwave and Wireless Technology Letters, 33(6),
pp. 631-634.
(doi: 10.1109/LMWT.2023.3243524)
Fotouhi, S. , Zhang, Z., He, M., Hao, Y., Giles-Donovan, N., Giuseppe Fenu, N. , Liu, B. and Cochran, S.
(2023)
Full-property Measurement for Piezoelectric Devices through Applied Artificial Intelligence.
UIA51: Ultrasonic Industry Association, Utrecht, The Netherlands, 24-26 Apr 2023.
Xue, L., Liu, B. , Yu, Y., Cheng, Q. S., Imran, M. and Qiao, T.
(2023)
An unsupervised microwave filter design optimization method based on a hybrid surrogate model-assisted evolutionary algorithm.
IEEE Transactions on Microwave Theory and Techniques, 71(3),
pp. 1159-1170.
(doi: 10.1109/TMTT.2022.3219072)
Fotouhi, S. , Zhang, Z., He, M., Hao, Y., Giles-Donovan, N., Giuseppe Fenu, N., Liu, B. and Cochran, S.
(2023)
Towards Miniature Single Sample Characterisation (MSSC) of Piezoelectric Material with a Single Experimental Measurement.
2023 ISAF-ISIF-PFM Joint Conference, Cleveland, OH, USA, 23-27 Jul 2023.
2022
Chou, H.-T., Wu, R.-Z., Akinsolu, M. O., Liu, Y. and Liu, B.
(2022)
Radiation optimization for phased arrays of antennas incorporating the constraints of active reflection coefficients.
IEEE Transactions on Antennas and Propagation, 70(12),
pp. 11707-11717.
(doi: 10.1109/TAP.2022.3209660)
Liu, Y. , Liu, B. , Ur Rehman, M. , Imran, M. A. , Akinsolu, M. O., Excell, P. and Hua, Q.
(2022)
An efficient method for antenna design based on a self-adaptive bayesian neural network assisted global optimization technique.
IEEE Transactions on Antennas and Propagation, 70(12),
pp. 11375-11388.
(doi: 10.1109/TAP.2022.3211732)
Yu, Y., Zhang, Z., Cheng, Q. S., Liu, B. , Wang, Y., Guo, C. and Ye, T. T.
(2022)
State-of-the-art: AI-assisted surrogate modeling and optimization for microwave filters.
IEEE Transactions on Microwave Theory and Techniques, 70(11),
pp. 4635-4651.
(doi: 10.1109/TMTT.2022.3208898)
Zubair, M. , Jabbar, A. , Akinsolu, M. O., Imran, M. A. , Liu, B. and Abbasi, Q. H.
(2022)
Design of Truncated Microstrip Square Patch Antenna for Terahertz Communication.
In: 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, Denver, CO, USA, 10-15 Jul 2022,
pp. 1558-1559.
ISBN 9781665496582
(doi: 10.1109/AP-S/USNC-URSI47032.2022.9886809)
Zheng, Q., Guo, C., Ding, J., Akinsolu, M. O., Liu, B. and Vandenbosch, G. A. E.
(2022)
A wideband low-RCS metasurface-inspired circularly polarized slot array based on AI-driven antenna design optimization algorithm.
IEEE Transactions on Antennas and Propagation, 70(9),
pp. 8584-8589.
(doi: 10.1109/TAP.2022.3161389)
Yu, Y., Liu, B. , Wang, Y. and Cheng, Q. S.
(2022)
Automated diplexer design with key performance indicator-based objectives.
IEEE Microwave and Wireless Components Letters, 32(7),
pp. 827-830.
(doi: 10.1109/LMWC.2022.3150312)
Wang, J., Xue, L.-Y., Liu, B. and Li, C.
(2022)
Design of Terahertz InP pHEMT Using Machine Learning Assisted Global Optimization Techniques.
In: European Microwave Week 2021, London, UK, 02-07 Apr 2022,
pp. 67-70.
ISBN 9781665447225
(doi: 10.23919/EuMIC50153.2022.9784068)
He, R., Lau, B. K., Oestges, C., Haneda, K. and Liu, B.
(2022)
Guest editorial artificial intelligence in radio propagation for communications.
IEEE Transactions on Antennas and Propagation, 70(6),
pp. 3934-3938.
(doi: 10.1109/tap.2022.3178164)
Huang, C. et al.
(2022)
Artificial intelligence enabled radio propagation for communications—part I: channel characterization and antenna-channel optimization.
IEEE Transactions on Antennas and Propagation, 70(6),
pp. 3939-3954.
(doi: 10.1109/TAP.2022.3149663)
Huang, C. et al.
(2022)
Artificial intelligence enabled radio propagation for communications—part II: scenario identification and channel modeling.
IEEE Transactions on Antennas and Propagation, 70(6),
pp. 3955-3969.
(doi: 10.1109/TAP.2022.3149665)
Zhang, Z., Liu, B. , Yu, Y. and Cheng, Q. S.
(2022)
A microwave filter yield optimization method based on off-line surrogate model-assisted evolutionary algorithm.
IEEE Transactions on Microwave Theory and Techniques, 70(6),
pp. 2925-2934.
(doi: 10.1109/TMTT.2022.3163745)
Abbasi, M. A. B., Akinsolu, M. O., Liu, B. , Yurduseven, O., Fusco, V. F. and Imran, M. A.
(2022)
Machine learning-assisted lens-loaded cavity response optimization for improved direction-of-arrival estimation.
Scientific Reports, 12,
8511.
(doi: 10.1038/s41598-022-12011-z)
Budak, A., Gandara, M., Shi, W., Pan, D., Sun, N. and Liu, B.
(2022)
An efficient analog circuit sizing method based on machine learning assisted global optimization.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 41(5),
pp. 1209-1221.
(doi: 10.1109/TCAD.2021.3081405)
Zhang, J., Akinsolu, M. O., Liu, B. and Zhang, S.
(2022)
Design of zero clearance SIW endfire antenna array using machine learning-assisted optimization.
IEEE Transactions on Antennas and Propagation, 70(5),
pp. 3858-3863.
(doi: 10.1109/TAP.2021.3137500)
Abbasi, M. A. B., Yurduseven, O., Akinsolu, M. O., Fusco, V. F., Liu, B. , Khalily, M., Cotton, S. L. and Imran, M. A.
(2022)
Machine learning‐assisted direction‐of‐arrival accuracy enhancement technique using oversized lens‐loaded cavity.
IET Microwaves, Antennas and Propagation, 16(6),
pp. 305-315.
(doi: 10.1049/mia2.12257)
Alibakhshikenari, M. et al.
(2022)
Dual-polarized highly folded bowtie antenna with slotted self-grounded structure for Sub-6 GHz 5G applications.
IEEE Transactions on Antennas and Propagation, 70(4),
pp. 3028-3033.
(doi: 10.1109/TAP.2021.3118784)
Youn, Y. et al.
(2022)
Dome-shaped mmWave lens antenna optimization for wide-angle scanning and scan loss mitigation using geometric optics and multiple scattering.
IEEE Journal on Multiscale and Multiphysics Computational Techniques, 7,
pp. 142-150.
(doi: 10.1109/JMMCT.2022.3180550)
2021
Budak, A. F., Bhansali, P., Liu, B. , Sun, N., Pan, D. Z. and Kashyap, C. V.
(2021)
DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks.
In: 2021 58th ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, 05-09 Dec 2021,
pp. 1219-1224.
ISBN 9781665432740
(doi: 10.1109/DAC18074.2021.9586139)
Liu, B. , Akinsolu, M. O., Song, C., Hua, Q., Huang, Y., Excell, P., Imran, M. and Xu, Q.
(2021)
An efficient method for complex antenna design based on a self adaptive surrogate model assisted optimization technique.
IEEE Transactions on Antennas and Propagation, 69(4),
pp. 2302-2315.
(doi: 10.1109/TAP.2021.3051034)
Zhang, J., Akinsolu, M. O., Liu, B. and Vandenbosch, G. A.E.
(2021)
Automatic AI-driven design of mutual coupling reducing topologies for frequency reconfigurable antenna arrays.
IEEE Transactions on Antennas and Propagation, 69(3),
pp. 1831-1836.
(doi: 10.1109/TAP.2020.3012792)
Zhang, W., Zhou, J., Huang, Y., Akinsolu, M. O., He, M. and Liu, B.
(2021)
A Dual-Band Metasurface-Based Antenna with Shorting Pins.
In: 2021 IEEE MTT-S International Microwave Workshop Series on Advanced Materials and Processes for RF and THz Applications (IMWS-AMP), Chongqing, China, 15-17 Nov 2021,
pp. 240-242.
ISBN 9781665428194
(doi: 10.1109/IMWS-AMP53428.2021.9643878)
2020
Liu, B. , Akinsolu, M. O. and Zhang, Q.
(2020)
Hybrid Single and Multiobjective Optimization for Engineering Design without Exact Specifications.
In: IEEE WCCI 2020, Glasgow, UK, 19-24 July 2020,
ISBN 9781728169293
(doi: 10.1109/CEC48606.2020.9185804)
Arabi, O., See, C. H., Ullah, A., Ali, N., Liu, B. , Abd-Alhameed, R., McEwan, N. J. and Excell, P. S.
(2020)
Compact wideband MIMO diversity antenna for mobile applications using multi-layered structure.
Electronics, 9(8),
1307.
(doi: 10.3390/electronics9081307)
Akinsolu, M. O., Mistry, K. K., Liu, B. , Lazaridis, P. I. and Excell, P.
(2020)
Machine Learning-assisted Antenna Design optimization: A Review and the State-of-the-art.
In: 2020 14th European Conference on Antennas and Propagation (EuCAP), Copenhagen, Denmark, 15-20 Mar 2020,
ISBN 9781728137124
(doi: 10.23919/EuCAP48036.2020.9135936)
Danjuma, I. M., Akinsolu, M. O., See, C. H., Abd-Alhameed, R. and Liu, B.
(2020)
Design and optimization of a slotted monopole antenna for ultra-wide band body centric imaging applications.
IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 4(2),
pp. 140-147.
(doi: 10.1109/JERM.2020.2984910)
Yu, Y., Liu, B. , Wang, Y., Lancaster, M. J. and Cheng, Q. S.
(2020)
A general coupling matrix synthesis method for all-resonator diplexers and multiplexers.
IEEE Transactions on Microwave Theory and Techniques, 68(3),
pp. 987-999.
(doi: 10.1109/TMTT.2019.2957430)
Akinsolu, M. O., Liu, B. , Lazaridis, P. I., Mistry, K. K., Mognaschi, M. E., Di Barba, P. and Zaharis, Z. D.
(2020)
Efficient design optimization of high-performance MEMS based on a surrogate-assisted self-adaptive differential evolution.
IEEE Access, 8,
pp. 80256-80268.
(doi: 10.1109/ACCESS.2020.2990455)
Alibakhshikenari, M. et al.
(2020)
A comprehensive survey of "metamaterial transmission-line based antennas: design, challenges, and applications".
IEEE Access, 8,
pp. 144778-144808.
(doi: 10.1109/ACCESS.2020.3013698)
2019
Mistry, K. K., Lazaridis, P. I., Zaharis, Z. D., Akinsolu, M. O., Liu, B. and Loh, T.
(2019)
Accurate Antenna Gain Estimation Using the Two-Antenna Method.
In: Antennas and Propagation Conference 2019, Birmingham, UK, 11-12 Nov 2019,
Mistry, K. K., Lazaridis, P. I., Zaharis, Z. D., Akinsolu, M. O., Liu, B. , Xenos, T. D., Glover, I. A. and Prasad, R.
(2019)
Time and frequency domain simulation, measurement and optimization of log-periodic antennas.
Wireless Personal Communications, 107(2),
pp. 771-783.
(doi: 10.1007/s11277-019-06299-w)
Grout, V., Akinsolu, M. O., Liu, B. , Lazaridis, P. I., Mistry, K. K. and Zaharis, Z. D.
(2019)
Software solutions for antenna design exploration: a comparison of packages, tools, techniques, and algorithms for various design challenges.
IEEE Antennas and Propagation Magazine, 61(3),
pp. 48-59.
(doi: 10.1109/MAP.2019.2907887)
Akinsolu, M. O., Liu, B. , Grout, V., Lazaridis, P. I. and Mognaschi, M. E.
(2019)
A parallel surrogate model assisted evolutionary algorithm for electromagnetic design optimization.
IEEE Transactions on Emerging Topics in Computational Intelligence, 3(2),
pp. 93-105.
(doi: 10.1109/TETCI.2018.2864747)
Liu, B. , Akinsolu, M. O., Ali, N. and Abd-Akganeed, R.
(2019)
Efficient global optimisation of microwave antennas based on a parallel surrogate model-assisted evolutionary algorithm.
IET Microwaves, Antennas and Propagation, 13(2),
pp. 149-155.
(doi: 10.1049/iet-map.2018.5009)
Danjuma, I. M., Akinsolu, M. O., Mohammad, B., Eya, E., Abd-Alhameed, R., Noras, J.M. and Liu, B.
(2019)
A Compact Size and Low Profile Rectangular Slot Monopole Antenna for UWB Body Centric Applications.
In: 2019 USNC-URSI Radio Science Meeting (Joint with AP-S Symposium), Atlanta, GA, USA, 07-12 Jul 2019,
pp. 91-92.
ISBN 9781728106953
(doi: 10.1109/USNC-URSI.2019.8861713)
Hua, Q., Huang, Y., Song, C., Akinsolu, M. O., Liu, B. , Jia, T., Xu, Q. and Alieldin, A.
(2019)
A novel compact quadruple-band indoor base station antenna for 2G/3G/4G/5G systems.
IEEE Access, 7,
pp. 151350-151358.
(doi: 10.1109/ACCESS.2019.2947778)
2018
Danjuma, I. M., Akinsolu, M. O., Oguntala, G., Asahraa, A., Abd-Alhameed, R. A., Bin-Melha, M., Elfergani, I.T.E., Rodriguez, J. and Liu, B.
(2018)
A T Slot Monopole Antenna for UWB Microwave Imaging Applications.
In: The Loughborough Antennas & Propagation Conference (LAPC 2018), Loughborough, UK, 12-13 Nov 2018,
ISBN 9781785619694
(doi: 10.1049/cp.2018.1491)
Liu, B. , Grout, V. and Nikolaeva, A.
(2018)
Efficient global optimization of actuator based on a surrogate model assisted hybrid algorithm.
IEEE Transactions on Industrial Electronics, 65(7),
pp. 5712-5721.
(doi: 10.1109/TIE.2017.2782203)
Liu, B. , Yang, H. and Lancaster, M. J.
(2018)
Synthesis of coupling matrix for diplexers based on a self-adaptive differential evolution algorithm.
IEEE Transactions on Microwave Theory and Techniques, 66(2),
pp. 813-821.
(doi: 10.1109/TMTT.2017.2772855)
Yang, H., Dhayalan, Y., Shang, X., Lancaster, M. J., Liu, B. , Wang, H., Henry, M. and Huggard, P. G.
(2018)
WR-3 waveguide bandpass filters fabricated using high precision CNC machining and SU-8 photoresist technology.
IEEE Transactions on Terahertz Science and Technology, 8(1),
pp. 100-107.
(doi: 10.1109/TTHZ.2017.2775441)
Arabi, O., Ali, N.T., Liu, B. , Abd-Alhameed, R.A. and Excell, P.S.
(2018)
Compact MIMO antenna array design for wireless applications.
In: Elfergani, I., Hussaini, A. S., Rodriguez, J. and Abd-Alhameed, R. (eds.)
Antenna Fundamentals for Legacy Mobile Applications and Beyond.
Springer: Cham, pp. 173-190.
ISBN 9783319639666
(doi: 10.1007/978-3-319-63967-3_9)
Tziris, E. N., Lazaridis, P. I., Mistry, K. K., Zaharis, Z. D., Cosmas, J. P., Liu, B. and Glover, I. A.
(2018)
1.62 GHz Circularly Polarized Pin-Fed Notched Circular Patch Antenna.
In: 2018 2nd URSI Atlantic Radio Science Meeting (AT-RASC), Meloneras, Spain, 28 May - 01 Jun 2018,
ISBN 9789082598735
(doi: 10.23919/URSI-AT-RASC.2018.8471447)
2017
Liu, B. , Irvine, A., Akinsolu, M. O., Arabi, O., Grout, V. and Ali, N.
(2017)
GUI design exploration software for microwave antennas.
Journal of Computational Design and Engineering, 4(4),
pp. 274-281.
(doi: 10.1016/j.jcde.2017.04.001)
Di Barba, P., Liu, B. , Mognaschi, M. E., Venini, P. and Wiak, S.
(2017)
Multiphysics field analysis and evolutionary optimization: design of an electro-thermo-elastic microactuator.
International Journal of Applied Electromagnetics and Mechanics, 54(3),
pp. 433-448.
(doi: 10.3233/JAE-160118)
Liu, B. , Yang, H. and Lancaster, M. J.
(2017)
Global optimization of microwave filters based on a surrogate model-assisted evolutionary algorithm.
IEEE Transactions on Microwave Theory and Techniques, 65(6),
pp. 1976-1985.
(doi: 10.1109/TMTT.2017.2661739)
Liu, B. , Koziel, S. and Ali, N.
(2017)
SADEA-II: a generalized method for efficient global optimization of antenna design.
Journal of Computational Design and Engineering, 4(2),
pp. 86-97.
(doi: 10.1016/j.jcde.2016.11.002)
2016
Liu, B. , Koziel, S. and Zhang, Q.
(2016)
A multi-fidelity surrogate-model-assisted evolutionary algorithm for computationally expensive optimization problems.
Journal of Computational Science, 12,
pp. 28-37.
(doi: 10.1016/j.jocs.2015.11.004)
Liu, B. and Nikolaeva, A.
(2016)
Efficient Global Optimization of MEMS Based on Surrogate Model Assisted Evolutionary Algorithm.
In: 2016 Design, Automation and Test in Europe Conference and Exhibition (DATE), Dresden, Germany, 14-18 Mar 2016,
pp. 555-558.
ISBN 9783981537079
Liu, B. , Zhang, Q. and Gielen, G.
(2016)
A surrogate-model-assisted evolutionary algorithm for computationally expensive design optimization problems with inequality constraints.
In: Koziel, S., Leifsson, L. and Yang, X.-S. (eds.)
Simulation-Driven Modeling and Optimization: ASDOM, Reykjavik, August 2014.
Series: Springer proceedings in mathematics & statistics (153).
Springer: Cham, pp. 347-370.
ISBN 9783319275154
(doi: 10.1007/978-3-319-27517-8_14)
Liu, B. , Zhang, Q., Grout, V. and Gielen, G.
(2016)
A Surrogate Model Assisted Evolutionary Algorithm for Computationally Expensive Design Optimization Problems With Discrete Variables.
In: 2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, BC, Canada, 24-29 Jul 2016,
pp. 1650-1657.
ISBN 9781509006236
(doi: 10.1109/CEC.2016.7743986)
2015
Wu, M., Kwong, S., Zhang, Q., Li, K., Wang, R. and Liu, B.
(2015)
Two-Level Stable Matching-Based Selection in MOEA/D.
In: 2015 IEEE International Conference on Systems, Man, and Cybernetics, Kowloon, China, 09-12 Oct 2015,
pp. 1720-1725.
ISBN 9781479986972
(doi: 10.1109/SMC.2015.302)
Liu, B. , Fernández, F. V., Gielen, G., Karkar, A., Yakovlev, A. and Grout, V.
(2015)
SMAS: a generalized and efficient framework for computationally expensive electronic design optimization problems.
In: Fakhfakh, M., Tlelo-Cuautle, E. and Siarry, P. (eds.)
Computational Intelligence in Analog and Mixed-Signal (AMS) and Radio-Frequency (RF) Circuit Design.
Springer: Cham, pp. 251-275.
ISBN 9783319198712
(doi: 10.1007/978-3-319-19872-9_9)
Liu, B. and Koziel, S.
(2015)
Antenna Array Optimization Using Surrogate-model Aware Evolutionary Algorithm With Local Search.
In: 2015 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting, Vancouver, BC, Canada, 19-24 Jul 2015,
pp. 1330-1331.
ISBN 9781479978151
(doi: 10.1109/APS.2015.7305054)
2014
Liu, B. , Zhang, Q. and Gielen, G. G.E.
(2014)
A Gaussian process surrogate model assisted evolutionary algorithm for medium scale expensive optimization problems.
IEEE Transactions on Evolutionary Computation, 18(2),
pp. 180-192.
(doi: 10.1109/TEVC.2013.2248012)
Liu, B. , Zhao, D., Reynaert, P. and Gielen, G. G.E.
(2014)
Gaspad: a general and efficient mm-wave integrated circuit synthesis method based on surrogate model assisted evolutionary algorithm.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 33(2),
pp. 169-182.
(doi: 10.1109/TCAD.2013.2284109)
Liu, B. , Aliakbarian, H., Ma, Z., Vandenbosch, G. A.E., Gielen, G. and Excell, P.
(2014)
An efficient method for antenna design optimization based on evolutionary computation and machine learning techniques.
IEEE Transactions on Antennas and Propagation, 62(1),
pp. 7-18.
(doi: 10.1109/TAP.2013.2283605)
Liu, B. , Chen, Q., Zhang, Q., Gielen, G. and Grout, V.
(2014)
Behavioral Study of the Surrogate Model-aware Evolutionary Search Framework.
In: 2014 IEEE Congress on Evolutionary Computation (CEC), Beijing, China, 06-11 Jul 2014,
pp. 715-722.
ISBN 9781479914883
(doi: 10.1109/CEC.2014.6900373)
Liu, B. , Gielen, G. and Fernández, F. V.
(2014)
Automated Design of Analog and High-Frequency Circuits: a Computational Intelligence Approach.
Series: Studies in computational intelligence (501).
Springer: Berlin ; Heidelberg.
ISBN 9783642391613
(doi: 10.1007/978-3-642-39162-0)
Wu, M., Karkar, A., Liu, B. , Yakovlev, A., Gielen, G. and Grout, V.
(2014)
Network on Chip Optimization Based on Surrogate Model Assisted Evolutionary Algorithms.
In: 2014 IEEE Congress on Evolutionary Computation (CEC), Beijing, China, 06-11 Jul 2014,
pp. 3266-3271.
ISBN 9781479914883
(doi: 10.1109/CEC.2014.6900559)
2013
Liu, B. , Zhang, Q., Fernández, F. V. and Gielen, G. G.E.
(2013)
An efficient evolutionary algorithm for chance-constrained bi-objective stochastic optimization.
IEEE Transactions on Evolutionary Computation, 17(6),
pp. 786-796.
(doi: 10.1109/TEVC.2013.2244898)
Liu, B. and Gielen, G.
(2013)
Efficient synthesis methods for high-frequency integrated passive components and amplifiers.
In: Fakhfakh, M., Tlelo-Cuautle, E. and Castro-Lopez, R. (eds.)
Analog/RF and Mixed-Signal Circuit Systematic Design.
Series: Lecture notes in electrical engineering (233).
Springer: Berlin ; New York, pp. 27-52.
ISBN 9783642363283
(doi: 10.1007/978-3-642-36329-0_2)
2012
Liu, B. , Deferm, N., Zhao, D., Reynaert, P. and Gielen, G. G.E.
(2012)
An efficient high-frequency linear RF amplifier synthesis method based on evolutionary computation and machine learning techniques.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 31(7),
pp. 981-993.
(doi: 10.1109/TCAD.2012.2187207)
Liu, B. , Aliakbarian, H., Radiom, S., Vandenbosch, G. A.E. and Gielen, G.
(2012)
Efficient Multi-objective Synthesis for Microwave Components Based on Computational Intelligence Techniques.
In: DAC Design Automation Conference 2012, San Francisco, CA, USA, 03-07 Jun 2012,
pp. 542-548.
ISBN 9781450311991
Liu, B. , Messaoudi, J. and Gielen, G.
(2012)
A Fast Analog Circuit Yield Estimation Method for Medium and High Dimensional Problems.
In: 2012 Design, Automation and Test in Europe Conference and Exhibition (DATE), Dresden, Germany, 12-16 Mar 2012,
ISBN 9781457721458
(doi: 10.1109/DATE.2012.6176569)
Liu, B. , Zhang, Q., Fernández, F. V. and Gielen, G.
(2012)
Self-adaptive Lower Confidence Dound: a New General and Effective Prescreening Method for Gaussian Process Surrogate Model Assisted Evolutionary Algorithms.
In: 2012 IEEE Congress on Evolutionary Computation, Brisbane, Australia, 10-15 Jun 2012,
ISBN 9781467315098
(doi: 10.1109/CEC.2012.6256585)
2011
Liu, B. , Zhao, D., Reynaert, P. and Gielen, G. G.E.
(2011)
Synthesis of integrated passive components for high-frequency RF ICs based on evolutionary computation and machine learning techniques.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 30(11),
pp. 1458-1468.
(doi: 10.1109/TCAD.2011.2162067)
Liu, B. , Fernandez, F. and Gielen, G. G.E.
(2011)
Efficient and accurate statistical analog yield optimization and variation-aware circuit sizing based on computational intelligence techniques.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 30(6),
pp. 793-805.
(doi: 10.1109/TCAD.2011.2106850)
Liu, B. , He, Y., Reynaert, P. and Gielen, G.
(2011)
Global Optimization of Integrated Transformers for High Frequency Microwave Circuits Using a Gaussian Process Based Surrogate Model.
In: 2011 Design, Automation and Test in Europe, Grenoble, France, 14-18 Mar 2011,
ISBN 9783981080186
(doi: 10.1109/DATE.2011.5763181)
Liu, B. , Pak, M., Zheng, X. and Gielen, G.
(2011)
A Novel Operating-point Driven Method for the Sizing of Analog IC.
In: 2011 IEEE International Symposium of Circuits and Systems (ISCAS), Rio de Janeiro, Brazil, 15-18 May 2011,
pp. 781-784.
ISBN 9781424494743
(doi: 10.1109/ISCAS.2011.5937682)
2010
Liu, B. , Fernández, F. V. and Gielen, G.
(2010)
An Accurate and Efficient Yield Optimization Method for Analog Circuits Based on Computing Budget Allocation and Memetic Search Technique.
In: 2010 Design, Automation and Test in Europe Conference and Exhibition (DATE 2010), Dresden, Germany, 08-12 Mar 2010,
ISBN 9783981080162
(doi: 10.1109/DATE.2010.5456974)
Liu, B. , Fernández, F. V., Zhang, Q., Pak, M., Sipahi, S. and Gielen, G.
(2010)
An Enhanced MOEA/D-DE and its Application to Multiobjective Analog Cell Sizing.
In: IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18-23 Jul 2010,
ISBN 9781424469116
(doi: 10.1109/CEC.2010.5585957)
2009
Liu, B. , Fernández, F. V., De Jonghe, D. and Gielen, G.
(2009)
Less Expensive and High Quality Stopping Criteria for MC-based Analog IC Yield Optimization.
In: 2009 16th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2009), Yasmine Hammamet, Tunisia, 13-16 Dec 2009,
pp. 267-270.
ISBN 9781424450909
(doi: 10.1109/ICECS.2009.5410991)
Liu, B. , Fernández, F. V., Gielen, G., Castro-López, R. and Roca, E.
(2009)
A memetic approach to the automatic design of high-performance analog integrated circuits.
ACM Transactions on Design Automation of Electronic Systems (TODAES), 14(3),
42.
(doi: 10.1145/1529255.1529264)
Liu, B. , Wang, Y., Yu, Z., Liu, L., Li, M., Wang, Z., Lu, J. and Fernández, F. V.
(2009)
Analog circuit optimization system based on hybrid evolutionary algorithms.
Integration, 42(2),
pp. 137-148.
(doi: 10.1016/j.vlsi.2008.04.003)
Liu, B. , Fernández, F. V., Gao, P. and Gielen, G.
(2009)
A Fuzzy Selection Based Constraint Handling Method for Multi-objective Optimization of Analog Cells.
In: 2009 European Conference on Circuit Theory and Design, Antalya, Turkey, 23-27 Aug 2009,
pp. 611-614.
ISBN 9781424438969
Liu, B. , Fernández, F. V. and Gielen, G.
(2009)
Fuzzy Selection Based Differential Evolution Algorithm for Analog Cell Sizing Capturing Imprecise Human Intentions.
In: 2009 IEEE Congress on Evolutionary Computation, Trondheim, Norway, 18-21 May 2009,
pp. 622-629.
ISBN 9781424429585
(doi: 10.1109/CEC.2009.4983003)
2008
Liu, B. , Lu, J., Wang, Y. and Tang, Y.
(2008)
An effective parameter extraction method based on memetic differential evolution algorithm.
Microelectronics Journal, 39(12),
pp. 1761-1769.
(doi: 10.1016/j.mejo.2008.02.021)
Liu, B. , Zhang, X. and Ma, H.
(2008)
Hybrid Differential Evolution for Noisy Optimization.
In: 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence), Hong Kong, China, 01-06 Jun 2008,
pp. 587-592.
ISBN 9781424418220
(doi: 10.1109/CEC.2008.4630855)
2007
Zhang, L., Tang, Y., Liu, B. , Yang, L. and Wang, Y.
(2007)
Modeling of Double-π Equivalent Circuit for On-chip Differential Spiral Inductors.
In: 2007 IEEE Conference on Electron Devices and Solid-State Circuits, Tainan, Taiwan, 20-22 Dec 2007,
pp. 769-772.
ISBN 9781424406364
(doi: 10.1109/EDSSC.2007.4450239)
Liu, B. , Ma, H., Zhang, X. and Zhou, Y.
(2007)
A Memetic Co-evolutionary Differential Evolution Algorithm for Constrained Optimization.
In: 2007 IEEE Congress on Evolutionary Computation, Singapore, 25-28 Sep 2007,
pp. 2996-3002.
ISBN 9781424413393
(doi: 10.1109/CEC.2007.4424853)
Lu, J., Liu, B. , Wang, Y., Li, M., Ma, L., Wang, Z. and Yu, Z.P.
(2007)
A New 20-element Distributed Small-Signal Model and Integrated Intelligent Extraction Method applied to AlGaN/GaN HEMTs up to 40GHz.
In: 2007 International Conference on Solid State Devices and Materials (SSDM 2007), Ibaraki, Japan, 18-21 Sep 2007,
Zhang, X., Zhang, X., Zhang, J. and Liu, B.
(2007)
Optimization of Sequencing for Aircraft Arrival Based on Approach Routes.
In: 2007 IEEE Intelligent Transportation Systems Conference, Seattle, WA, USA, 30 Sep - 03 Oct 2007,
pp. 592-596.
ISBN 9781424413959
(doi: 10.1109/ITSC.2007.4357670)
Zhang, X., Zhou, Y., Liu, B. and Wang, Z.
(2007)
The Air Traffic Flow Management With Dynamic Capacity and Co-evolutionary Genetic Algorithm.
In: 2007 IEEE Intelligent Transportation Systems Conference, Seattle, WA, USA, 30 Sep - 03 Oct 2007,
pp. 580-585.
ISBN 9781424413959
(doi: 10.1109/ITSC.2007.4357707)
This list was generated on Thu Oct 31 01:57:21 2024 GMT.