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通过拉曼光谱和机器学习探测WS范德华晶体中的非谐声子

Probing anharmonic phonons in WS van der Waals crystal by Raman spectroscopy and machine learning.

作者信息

Okeke Chisom, Juma Isaac, Cobarrubia Antonio, Schottle Nicholas, Maddah Hisham, Mortazavi Mansour, Behura Sanjay K

机构信息

Department of Mathematics and Computer Science and Department of Chemistry and Physics, University of Arkansas at Pine Bluff, 1200 N. University Drive, Pine Bluff, AR 71601, United States.

Department of Physics, San Diego State University, 5500 Campanile Drive, San Diego, CA 92182, United States.

出版信息

iScience. 2023 Jun 18;26(7):107174. doi: 10.1016/j.isci.2023.107174. eCollection 2023 Jul 21.

DOI:10.1016/j.isci.2023.107174
PMID:37485362
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10362287/
Abstract

Understanding the optothermal physics of quantum materials will enable the efficient design of next-generation photonic and superconducting circuits. Anharmonic phonon dynamics is central to strongly interacting optothermal physics. This is because the pressure of a gas of anharmonic phonons is temperature dependent. Phonon-phonon and electron-phonon quantum interactions contribute to the anharmonic phonon effect. Here we have studied the optothermal properties of physically exfoliated WS van der Waals crystal via temperature-dependent Raman spectroscopy and machine learning strategies. This fundamental investigation will lead to unveiling the dependence of temperature on in-plane and out-of-plane Raman shifts (Raman thermometry) of WS to study the thermal conductivity, hot carrier diffusion coefficient, and thermal expansion coefficient.

摘要

了解量子材料的光热物理特性将有助于高效设计下一代光子和超导电路。非谐声子动力学是强相互作用光热物理的核心。这是因为非谐声子气体的压力与温度有关。声子-声子和电子-声子量子相互作用会导致非谐声子效应。在这里,我们通过温度相关拉曼光谱和机器学习策略研究了物理剥离的WS范德华晶体的光热特性。这项基础研究将揭示温度对WS面内和面外拉曼位移(拉曼测温)的依赖性,以研究热导率、热载流子扩散系数和热膨胀系数。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/307f01669654/gr8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/cea3054c8df6/fx1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/46fc87598948/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/673296ebf547/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/f93300173e64/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/a08908f84c0a/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/47758e1cdd0d/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/467d7be14439/gr6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/e99fb311efd2/gr7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/307f01669654/gr8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/cea3054c8df6/fx1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/46fc87598948/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/673296ebf547/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/f93300173e64/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/a08908f84c0a/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/47758e1cdd0d/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/467d7be14439/gr6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/e99fb311efd2/gr7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/399c/10362287/307f01669654/gr8.jpg

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Nanomaterials (Basel). 2020 Nov 9;10(11):2223. doi: 10.3390/nano10112223.
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Effect of temperature on Raman intensity of nm-thick WS: combined effects of resonance Raman, optical properties, and interface optical interference.温度对纳米厚WS拉曼强度的影响:共振拉曼、光学性质和界面光学干涉的综合作用
Nanoscale. 2020 Mar 12;12(10):6064-6078. doi: 10.1039/c9nr10186a.
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Thermal expansion coefficient and phonon dynamics in coexisting allotropes of monolayer WS probed by Raman scattering.通过拉曼散射探测单层WS共存同素异形体中的热膨胀系数和声子动力学。
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