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Lett."},{"key":"10.1016\/j.engappai.2025.113330_bib82","series-title":"Deep Reinforcement Learning for Cavity Filter Tuning","author":"Larsson","year":"2018"},{"issue":"12","key":"10.1016\/j.engappai.2025.113330_bib83","doi-asserted-by":"crossref","first-page":"2940","DOI":"10.1109\/22.476634","article-title":"Direct synthesis of cascaded quadruplet (CQ) filters","volume":"43","author":"Levy","year":"1995","journal-title":"IEEE Trans. Microw. Theor. Tech."},{"issue":"1\u20132","key":"10.1016\/j.engappai.2025.113330_bib84","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/S0377-0427(00)00423-4","article-title":"Direct search methods : then and Now","volume":"124","author":"Lewis","year":"2000","journal-title":"J. Comput. Appl. 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Wireless Compon. Lett."},{"key":"10.1016\/j.engappai.2025.113330_bib88","series-title":"Proceedings of 36th European Microwave Conference","first-page":"1340","article-title":"A manual tuning method for coupled cavity filters","author":"Lindner","year":"2006"},{"key":"10.1016\/j.engappai.2025.113330_bib89","series-title":"European Microwave Conference","first-page":"329","article-title":"Manual filter tuning by cloning frequency domain data","author":"Lindner","year":"2007"},{"key":"10.1016\/j.engappai.2025.113330_bib90","series-title":"2020 IEEE\/ASME International Conference on Advanced Intelligent Mechatronics (AIM-2020)","first-page":"1335","article-title":"Reinforcement learning with imitation for cavity filter tuning","author":"Lindstah","year":"2020"},{"key":"10.1016\/j.engappai.2025.113330_bib91","series-title":"Reinforcement Learning with Imitation for Cavity Filter Tuning Solving Problems by Throwing DIRT at Them","author":"Lindst\u00e5hl","year":"2019"},{"issue":"2","key":"10.1016\/j.engappai.2025.113330_bib92","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1109\/22.557598","article-title":"An original approach to the design of Bandpass cavity filters with multiple couplings","volume":"45","author":"Macchiarella","year":"1997","journal-title":"IEEE Trans. Microw. Theor. Tech."},{"key":"10.1016\/j.engappai.2025.113330_bib93","series-title":"31st European Microwave Conference","article-title":"An original technique for computer-Aided tuning of microwave filters","author":"Macchiarella","year":"2001"},{"issue":"5","key":"10.1016\/j.engappai.2025.113330_bib94","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1109\/LMWC.2006.873583","article-title":"A Formulation of the Cauchy method suitable for the synthesis of lossless circuit models of microwave filters from lossy measurements","volume":"16","author":"Macchiarella","year":"2006","journal-title":"IEEE Microw. Wireless Compon. Lett."},{"issue":"6","key":"10.1016\/j.engappai.2025.113330_bib95","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1109\/LMWC.2010.2047455","article-title":"Extraction of unloaded Q and coupling matrix from measurements on filters with large losses","volume":"20","author":"Macchisrella","year":"2010","journal-title":"IEEE Microw. Wireless Compon. Lett."},{"key":"10.1016\/j.engappai.2025.113330_bib96","series-title":"1986 IEEE MTT-S International Microwave Symposium Digest","first-page":"411","article-title":"Varactor tuned Bandpass filters using microstrip-line ring resonators","author":"Makimoto","year":"1986"},{"key":"10.1016\/j.engappai.2025.113330_bib97","series-title":"Filter Technologies for Wireless Base Stations","first-page":"68","author":"Mansour","year":"2004"},{"key":"10.1016\/j.engappai.2025.113330_bib98","series-title":"IEEE MTT-S International Microwave Symposium Digest","first-page":"147","article-title":"Computer-aided tuning of microwave circuits","author":"Marquardt","year":"1977"},{"issue":"10","key":"10.1016\/j.engappai.2025.113330_bib99","doi-asserted-by":"crossref","first-page":"1754","DOI":"10.1109\/22.88547","article-title":"A new algorithm for the accurate alignment of microwave networks","volume":"39","author":"Marshall","year":"1991","journal-title":"IEEE Trans. Microw. Theor. 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M"},{"key":"10.1016\/j.engappai.2025.113330_bib108","series-title":"2010 18th International Conference on Microwave Radar and Wireless Communications (MIKON 2010), Vilnius, Lithuania","first-page":"1","article-title":"Artificial neural network algorithm for automated filter tuning with improved efficiency by usage of many golden filters","author":"Michalski","year":"2010"},{"key":"10.1016\/j.engappai.2025.113330_bib109","doi-asserted-by":"crossref","first-page":"113","DOI":"10.2528\/PIER11021103","article-title":"Inverse modeling in application for sequential filter tuning","volume":"115","author":"Michalski","year":"2011","journal-title":"Prog. Electromagn. Res."},{"key":"10.1016\/j.engappai.2025.113330_bib110","doi-asserted-by":"crossref","first-page":"279","DOI":"10.2528\/PIER11101009","article-title":"On linear mapping of filter characteristic to position of tuning elements in filter tuning algorithm","volume":"123","author":"Michalski","year":"2012","journal-title":"Prog. Electromagn. Res."},{"key":"10.1016\/j.engappai.2025.113330_bib111","series-title":"2011 41st European Microwave Conference (EuMC 2011)","first-page":"778","article-title":"Filter tuning algorithm with compressed reflection characteristic by Daubechies D4 wavelet transform","author":"Michalski","year":"2011"},{"issue":"3","key":"10.1016\/j.engappai.2025.113330_bib112","first-page":"271","article-title":"Consideration on Artificial neural network architecture in application for microwave filter tuning","volume":"7","author":"Michalski","year":"2011","journal-title":"Piers Online"},{"key":"10.1016\/j.engappai.2025.113330_bib113","series-title":"2018 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO 2018)","first-page":"1","article-title":"Compensation of cross-dependencies in computer aided tuning of microwave filters by simplified space mapping approach","author":"Miek","year":"2018"},{"issue":"1\u20133","key":"10.1016\/j.engappai.2025.113330_bib114","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1016\/0010-4655(91)90193-O","article-title":"Using model-based parameter estimation to increase the physical Interpretability and numerical efficiency of computational electromagnetics","volume":"68","author":"Miller","year":"1991","journal-title":"Comput. Phys. Commun."},{"key":"10.1016\/j.engappai.2025.113330_bib115","series-title":"Computer-Aided Tuning of Microwave Filters Using Fuzzy Logic","first-page":"1117","author":"Miraftab","year":"2002"},{"issue":"12","key":"10.1016\/j.engappai.2025.113330_bib116","doi-asserted-by":"crossref","first-page":"2781","DOI":"10.1109\/TMTT.2002.805291","article-title":"Computer-aided tuning of microwave filters using fuzzy logic","volume":"50","author":"Miraftab","year":"2002","journal-title":"IEEE Trans. Microw. Theor. Tech."},{"issue":"1","key":"10.1016\/j.engappai.2025.113330_bib117","doi-asserted-by":"crossref","first-page":"450","DOI":"10.1109\/TMTT.2003.820895","article-title":"A robust fuzzy-logic technique for computer-Aided diagnosis of microwave filters","volume":"52","author":"Miraftab","year":"2004","journal-title":"IEEE Trans. Microw. Theor. 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Lett."},{"key":"10.1016\/j.engappai.2025.113330_bib125","series-title":"2017 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization for RF, Microwave, and Terahertz Applications (NEMO 2017)","first-page":"13","article-title":"Design procedure for coaxial combline filters based on Segmentation and space mapping strategies","author":"Muller","year":"2017"},{"issue":"4","key":"10.1016\/j.engappai.2025.113330_bib126","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1109\/22.664135","article-title":"A Unified approach to the design, measurement and tuning of coupled-resonator filters","volume":"46","author":"Ness","year":"1998","journal-title":"IEEE Trans. Microw. Theor. Tech."},{"issue":"3","key":"10.1016\/j.engappai.2025.113330_bib127","doi-asserted-by":"crossref","first-page":"174","DOI":"10.1002\/(SICI)1098-2760(19980620)18:3<174::AID-MOP5>3.0.CO;2-C","article-title":"Alignment of cross-coupled resonator filter using the group delay technique","volume":"18","author":"Ness","year":"1998","journal-title":"Microw. Opt. Technol. Lett."},{"issue":"3","key":"10.1016\/j.engappai.2025.113330_bib128","doi-asserted-by":"crossref","first-page":"325","DOI":"10.13164\/re.2023.0325","article-title":"A modified vector fitting technique to extract coupling matrix from S-parameters","volume":"32","author":"Ng","year":"2023","journal-title":"Radioengineering"},{"key":"10.1016\/j.engappai.2025.113330_bib129","series-title":"Proceedings of Machine Learning Research","first-page":"1297","article-title":"Model-based reinforcement learning for cavity filter tuning","author":"Nimara","year":"2023"},{"key":"10.1016\/j.engappai.2025.113330_bib130","series-title":"IEEE MTT-S International Microwave Symposium Digest","first-page":"265","article-title":"Discrete tunable dielectric resonator for microwave applications","author":"Panaitov","year":"2005"},{"key":"10.1016\/j.engappai.2025.113330_bib131","series-title":"2008 38th European Microwave Conference","first-page":"488","article-title":"Multiple band and multiple frequency dielectric resonators tunable filters for Base Stations","author":"Pance","year":"2008"},{"key":"10.1016\/j.engappai.2025.113330_bib132","series-title":"Proceeding - 2021 China Automation Congress, CAC 2021, Beijing - China","first-page":"6061","article-title":"A tuning strategy for microwave filter using variable universe adaptive fuzzy logic system","author":"Peng","year":"2021"},{"key":"10.1016\/j.engappai.2025.113330_bib133","series-title":"2004 IEEE MTT-S International Microwave Symposium Digest","first-page":"1373","article-title":"Computer-aided tuning and diagnosis of microwave filters using sequential parameter extraction","author":"Pepe","year":"2004"},{"issue":"1","key":"10.1016\/j.engappai.2025.113330_bib134","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1109\/TMTT.2004.839342","article-title":"Sequential tuning of microwave filters using adaptive models and parameter extraction","volume":"53","author":"Pepe","year":"2005","journal-title":"IEEE Trans. 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