Microwave Modeling and Design Optimization: The Legacy of John Bandler

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dc.contributor.authorRayas-Sánchez, José E.
dc.contributor.authorZhang, Qi-Jun
dc.contributor.authorRautio, James C.
dc.contributor.authorNikolova, Natalia K.
dc.contributor.authorBoria, Vicente E.
dc.contributor.authorCheng, Qingsha S.
dc.contributor.authorYu, Ming
dc.contributor.authorHoefer, Wolfgang J. R.
dc.date.accessioned2025-01-10T19:22:54Z
dc.date.available2025-01-10T19:22:54Z
dc.date.issued2024-08-12
dc.description.abstractIn this paper we honor Professor John W. Bandler and his legacy in RF and microwave modeling and automated design optimization. We showcase his pioneering breakthroughs in minimax optimization, p-th norm formulations, yield optimization, and nonlinear circuit design optimization. We highlight advances in direct EM microwave optimization, circuit response sensitivities, and efficient S-parameters sensitivity calculations. We explore the port-tuning version of space mapping for EM-based analysis, techniques for industrial microwave design of satellite systems, and post-manufacture hardware tuning. The integration of artificial neural networks with space mapping for enhanced EM-based design optimization and yield prediction, cognition-driven microwave filter design, and parallels between space mapping and artificial intelligence (AI) are examined. Finally, we speculate on the future integration of cognitive science with engineering design, leveraging the synergy of AI, machine learning, and space mapping.
dc.description.sponsorshipITESO, A.C.es_MX
dc.identifier.citationJ. E. Rayas-Sánchez, Q. J. Zhang, J. W. Rautio, N. K. Nikolova, V. E. Boria, Q. S. Cheng, M. Yu, and W. J. R. Hoefer, “Microwave modeling and design optimization: The legacy of John Bandler,” IEEE Trans. Microwave Theory Techn., vol. 73, no. 01, pp. 87-101, Jan. 2025. (p-ISSN: 0018-9480; e-ISSN: 1557-9670; published online: 12 August 2024; DOI: 10.1109/TMTT.2024.3437198)
dc.identifier.issn0018-9480
dc.identifier.urihttps://hdl.handle.net/11117/11369
dc.language.isoeng
dc.publisherIEEE
dc.relation.ispartofseriesIEEE Transactions on Microwave Theory and Techniques
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
dc.subjectAdjoint sensitivities
dc.subjectartificial intelligence
dc.subjectcircuit optimization
dc.subjectEM optimization
dc.subjectdesign centering
dc.subjectdesign optimization
dc.subjectfrequency scaling
dc.subjectmachine learning
dc.subjectmicrowave circuits
dc.subjectminimax
dc.subjectneural networks
dc.subjectparameter extraction
dc.subjectport tuning
dc.subjectsensitivities
dc.subjectspace mapping
dc.subjectsurrogate modeling
dc.subjectstatistical analysis
dc.subjectyieldAdjoint sensitivities
dc.subjectyield
dc.titleMicrowave Modeling and Design Optimization: The Legacy of John Bandler
dc.typeinfo:eu-repo/semantics/article
dc.type.versioninfo:eu-repo/semantics/publishedVersion

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