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

Conference Proceedings - Lasers and Electro-Optics Society Annual Meeting-LEOS (2020) 2020-May
DOI: 10.1364/josab.385195
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Abstract

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.

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Titze, M., Namuduri, S., Bhansali, S., & Li, H. (2020). Machine Learning Enabled Lineshape Analysis in Optical Two-Dimensional Coherent Spectroscopy. In Conference Proceedings - Lasers and Electro-Optics Society Annual Meeting-LEOS (Vol. 2020-May). Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1364/josab.385195

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