Browsing by Author "Sanders, Jacob"

Now showing items 1-5 of 5

    • Application of Compressed Sensing to the Simulation of Atomic Systems 

      Andrade, Xavier; Sanders, Jacob Nathan; Aspuru-Guzik, Alan (Proceedings of the National Academy of Sciences, 2012)
      Compressed sensing is a method that allows a significant reduction in the number of samples required for accurate measurements in many applications in experimental sciences and engineering. In this work, we show that ...

    • Compressed Sensing for Chemistry 

      Sanders, Jacob N. (2016-05-05)
      Many chemical applications, from spectroscopy to quantum chemistry, involve measuring or computing a large amount of data, and then compressing this data to retain the most chemically-relevant information. In contrast, ...

    • Compressed Sensing for Multidimensional Spectroscopy Experiments 

      Sanders, Jacob Nathan; Saikin, Semion K.; Mostame, Sarah; Andrade, Xavier; Widom, Julia R.; Marcus, Andrew H.; Aspuru-Guzik, Alan (American Chemical Society, 2012)
      Compressed sensing is a processing method that significantly reduces the number of measurements needed to accurately resolve signals in many fields of science and engineering. We develop a two-dimensional variant of ...

    • Compressed Sensing for the Fast Computation of Matrices: Application to Molecular Vibrations 

      Sanders, Jacob Nathan; Andrade, Xavier; Aspuru-Guzik, Alan (American Chemical Society (ACS), 2015)
      This article presents a new method to compute matrices from numerical simulations based on the ideas of sparse sampling and compressed sensing. The method is useful for problems where the determination of the entries of a ...

    • More Accurate and Efficient Bath Spectral Densities from Super-Resolution 

      Markovich, Thomas Lee; Blau, Sam Meltzer; Parkhill, John; Kreisbeck, Christoph; Sanders, Jacob Nathan; Andrade, Xavier; Aspuru-Guzik, Alan (2013)
      Quantum transport and other phenomena are typically modeled by coupling the system of interest to an environment, or bath, held at thermal equilibrium. Realistic bath models are at least as challenging to construct as ...