Reconstruction of the phonon relaxation times using solutions of the Boltzmann transport equation
We present a method for reconstructing the phonon relaxation time distribution τω = τ ( ω ) (including polarization) in a material from thermal spectroscopy data. The distinguishing feature of this approach is that it does not make use of the effective thermal conductivity concept and associated app...
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creator | Forghani, Mojtaba Hadjiconstantinou, Nicolas G. Péraud, Jean-Philippe M. |
description | We present a method for reconstructing the phonon relaxation time distribution τω = τ ( ω ) (including polarization) in a material from thermal spectroscopy data. The distinguishing feature of this approach is that it does not make use of the effective thermal conductivity concept and associated approximations. The reconstruction is posed as an optimization problem in which the relaxation times τω = τ (ω) are determined by minimizing the discrepancy between the experimental relaxation traces and solutions of the Boltzmann transport equation for the same problem. The latter may be analytical, in which case the procedure is very efficient, or numerical. The proposed method is illustrated using Monte Carlo solutions of thermal grating relaxation as synthetic experimental data. Lastly, the reconstruction is shown to agree very well with the relaxation times used to generate the synthetic Monte Carlo data and remains robust in the presence of uncertainty (noise). |
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Solid-State Solar-Thermal Energy Conversion Center (S3TEC) ; Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)</creatorcontrib><description>We present a method for reconstructing the phonon relaxation time distribution τω = τ ( ω ) (including polarization) in a material from thermal spectroscopy data. The distinguishing feature of this approach is that it does not make use of the effective thermal conductivity concept and associated approximations. The reconstruction is posed as an optimization problem in which the relaxation times τω = τ (ω) are determined by minimizing the discrepancy between the experimental relaxation traces and solutions of the Boltzmann transport equation for the same problem. The latter may be analytical, in which case the procedure is very efficient, or numerical. The proposed method is illustrated using Monte Carlo solutions of thermal grating relaxation as synthetic experimental data. 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Solid-State Solar-Thermal Energy Conversion Center (S3TEC)</creatorcontrib><creatorcontrib>Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)</creatorcontrib><title>Reconstruction of the phonon relaxation times using solutions of the Boltzmann transport equation</title><title>Physical review. B</title><description>We present a method for reconstructing the phonon relaxation time distribution τω = τ ( ω ) (including polarization) in a material from thermal spectroscopy data. The distinguishing feature of this approach is that it does not make use of the effective thermal conductivity concept and associated approximations. The reconstruction is posed as an optimization problem in which the relaxation times τω = τ (ω) are determined by minimizing the discrepancy between the experimental relaxation traces and solutions of the Boltzmann transport equation for the same problem. The latter may be analytical, in which case the procedure is very efficient, or numerical. 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B</jtitle><date>2016-10-24</date><risdate>2016</risdate><volume>94</volume><issue>15</issue><issn>2469-9950</issn><eissn>2469-9969</eissn><abstract>We present a method for reconstructing the phonon relaxation time distribution τω = τ ( ω ) (including polarization) in a material from thermal spectroscopy data. The distinguishing feature of this approach is that it does not make use of the effective thermal conductivity concept and associated approximations. The reconstruction is posed as an optimization problem in which the relaxation times τω = τ (ω) are determined by minimizing the discrepancy between the experimental relaxation traces and solutions of the Boltzmann transport equation for the same problem. The latter may be analytical, in which case the procedure is very efficient, or numerical. The proposed method is illustrated using Monte Carlo solutions of thermal grating relaxation as synthetic experimental data. 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title | Reconstruction of the phonon relaxation times using solutions of the Boltzmann transport equation |
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