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Mapping multidimensional electronic structure and ultrafast dynamics with single-element detection and compressive sensing

Compressive sensing allows signals to be efficiently captured by exploiting their inherent sparsity. Here we implement sparse sampling to capture the electronic structure and ultrafast dynamics of molecular systems using phase-resolved 2D coherent spectroscopy. Until now, 2D spectroscopy has been ha...

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Autores principales: Spencer, Austin P., Spokoyny, Boris, Ray, Supratim, Sarvari, Fahad, Harel, Elad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4737750/
https://www.ncbi.nlm.nih.gov/pubmed/26804546
http://dx.doi.org/10.1038/ncomms10434
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author Spencer, Austin P.
Spokoyny, Boris
Ray, Supratim
Sarvari, Fahad
Harel, Elad
author_facet Spencer, Austin P.
Spokoyny, Boris
Ray, Supratim
Sarvari, Fahad
Harel, Elad
author_sort Spencer, Austin P.
collection PubMed
description Compressive sensing allows signals to be efficiently captured by exploiting their inherent sparsity. Here we implement sparse sampling to capture the electronic structure and ultrafast dynamics of molecular systems using phase-resolved 2D coherent spectroscopy. Until now, 2D spectroscopy has been hampered by its reliance on array detectors that operate in limited spectral regions. Combining spatial encoding of the nonlinear optical response and rapid signal modulation allows retrieval of state-resolved correlation maps in a photosynthetic protein and carbocyanine dye. We report complete Hadamard reconstruction of the signals and compression factors as high as 10, in good agreement with array-detected spectra. Single-point array reconstruction by spatial encoding (SPARSE) Spectroscopy reduces acquisition times by about an order of magnitude, with further speed improvements enabled by fast scanning of a digital micromirror device. We envision unprecedented applications for coherent spectroscopy using frequency combs and super-continua in diverse spectral regions.
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spelling pubmed-47377502016-03-04 Mapping multidimensional electronic structure and ultrafast dynamics with single-element detection and compressive sensing Spencer, Austin P. Spokoyny, Boris Ray, Supratim Sarvari, Fahad Harel, Elad Nat Commun Article Compressive sensing allows signals to be efficiently captured by exploiting their inherent sparsity. Here we implement sparse sampling to capture the electronic structure and ultrafast dynamics of molecular systems using phase-resolved 2D coherent spectroscopy. Until now, 2D spectroscopy has been hampered by its reliance on array detectors that operate in limited spectral regions. Combining spatial encoding of the nonlinear optical response and rapid signal modulation allows retrieval of state-resolved correlation maps in a photosynthetic protein and carbocyanine dye. We report complete Hadamard reconstruction of the signals and compression factors as high as 10, in good agreement with array-detected spectra. Single-point array reconstruction by spatial encoding (SPARSE) Spectroscopy reduces acquisition times by about an order of magnitude, with further speed improvements enabled by fast scanning of a digital micromirror device. We envision unprecedented applications for coherent spectroscopy using frequency combs and super-continua in diverse spectral regions. Nature Publishing Group 2016-01-25 /pmc/articles/PMC4737750/ /pubmed/26804546 http://dx.doi.org/10.1038/ncomms10434 Text en Copyright © 2016, Nature Publishing Group, a division of Macmillan Publishers Limited. All Rights Reserved. http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Spencer, Austin P.
Spokoyny, Boris
Ray, Supratim
Sarvari, Fahad
Harel, Elad
Mapping multidimensional electronic structure and ultrafast dynamics with single-element detection and compressive sensing
title Mapping multidimensional electronic structure and ultrafast dynamics with single-element detection and compressive sensing
title_full Mapping multidimensional electronic structure and ultrafast dynamics with single-element detection and compressive sensing
title_fullStr Mapping multidimensional electronic structure and ultrafast dynamics with single-element detection and compressive sensing
title_full_unstemmed Mapping multidimensional electronic structure and ultrafast dynamics with single-element detection and compressive sensing
title_short Mapping multidimensional electronic structure and ultrafast dynamics with single-element detection and compressive sensing
title_sort mapping multidimensional electronic structure and ultrafast dynamics with single-element detection and compressive sensing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4737750/
https://www.ncbi.nlm.nih.gov/pubmed/26804546
http://dx.doi.org/10.1038/ncomms10434
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