2020
DOI: 10.1016/j.matdes.2020.108627
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Design of a local resonator using topology optimization to tailor bandgaps in plate structures

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Cited by 25 publications
(20 citation statements)
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“…However, in the acoustic metamaterial research domain, the utilization of these techniques is at the initial stage. Numerous works have been reported in the acoustic metamaterial field [120][121][122][123][124][125][126][127][128]. Recently, Bianco et al [129] discussed the recent advances and transformative potential of machine learning (ML), including deep learning, in the field of acoustics.…”
Section: Discussionmentioning
confidence: 99%
“…However, in the acoustic metamaterial research domain, the utilization of these techniques is at the initial stage. Numerous works have been reported in the acoustic metamaterial field [120][121][122][123][124][125][126][127][128]. Recently, Bianco et al [129] discussed the recent advances and transformative potential of machine learning (ML), including deep learning, in the field of acoustics.…”
Section: Discussionmentioning
confidence: 99%
“…However, in the acoustic metamaterial research domain, the utilization of these techniques is at the initial stage. Numerous works have been reported in the acoustic metamaterial field [119][120][121][122][123][124][125][126][127]. Recently, Bianco et al [128] has discussed the recent advances and transformative potential of machine learning (ML), including deep learning, in the field of acoustics.…”
Section: Discussionmentioning
confidence: 99%
“…However, an anti-resonance-based design method generally requires relatively expensive computational resources to analyze the entire periodic structure. Using the stopband analysis, the response of the entire structure can be determined by the numerical analysis for the unit-cell structure [9][10][11][12][13]. According to Bloch's theorem, the response of a multi-celled structure consisting of a periodically repeated unit cell is expressed as the product of a periodic function and a plane wave [10].…”
Section: Introductionmentioning
confidence: 99%
“…Using the stopband analysis, the response of the entire structure can be determined by the numerical analysis for the unit-cell structure [9][10][11][12][13]. According to Bloch's theorem, the response of a multi-celled structure consisting of a periodically repeated unit cell is expressed as the product of a periodic function and a plane wave [10]. Using the Floquet-Bloch boundary condition based on the Bloch theorem, each boundary of the unit cell structure is characterized by a wave vector.…”
Section: Introductionmentioning
confidence: 99%
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