Machine Learning Enabled Lineshape Analysis in Optical Two-Dimensional Coherent Spectroscopy

Machine Learning Enabled Lineshape Analysis in Optical Two-Dimensional Coherent Spectroscopy
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DOI：
10.1364/josab.385195
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发表时间：
2019-11
期刊：
2020 Conference on Lasers and Electro-Optics (CLEO)
影响因子：
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通讯作者：
Srikanth Namuduri;Michael Titze;S. Bhansali;Hebin Li
Srikanth Namuduri;Michael Titze;S. Bhansali;Hebin Li
中科院分区：
其他
文献类型：
--
作者：
Srikanth Namuduri;Michael Titze;S. Bhansali;Hebin Li

文献摘要

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虽然存在解析解，但二维光谱（2DCS）数据的分析可能是繁琐的。提出了一种分析2DCS光谱的机器学习方法。我们测试的模拟和实验数据的算法的准确性。
Although analytical solutions exist, the analysis of two-dimensional spectroscopy (2DCS) data can be tedious. A machine learning approach to analyzing 2DCS spectra is presented. We test the accuracy of the algorithm on simulated and experimental data.