Unveiling intermediate metallicity in epitaxial VO2 using nano-spectroscopy aided by machine learning

ORAL

Abstract

A thin film of VO2 was grown on a TiO2 substrate to bring the Mott insulator-to-metal transition to room temperature. The metallic state in VO2 forms in puddles that percolate as the temperature is increased [1]. Using Nanoscale Imaging and Spectroscopy with Machine learning Assistance (NISMA), we probe coexisting insulating and metallic domains at variable temperature and identify a third, intermediate phase at boundaries between insulating and metallic domains. We will present a detailed analysis of the electronic properties of these three phases at room temperature and provide a comparison to the high-temperature metallic state. We also investigate the accompanying monoclinic-to-rutile transition by analysis of the optical phonon response of the metallic puddles. This lays the groundwork for disentangling electronic transitions from the slower structural transitions in Mott insulators [2]. This has broader implications for the realization of Mott insulators in high-speed electronic applications such as resistive switching and neuromorphic computing.

1. Qazilbash, M. M. et al. Science 318, 1750–1753 (2007).

2. Morrison, V. R. et al. Science 346, 445–448 (2014).

Presenters

  • Alyssa Bragg

    • University of Minnesota

Authors

  • Alyssa Bragg

    • University of Minnesota
  • Elihu Anouchi

    • Bar Ilan University
  • Liam Thompson

    • University of Minnesota
  • William Cho

    • University of Minnesota
  • Nitzan Yehudit Hirshberg

    • University of Minnesota
  • Brayden Lukaskawcez

    • University of Minnesota
  • Devon Uram

    • University of Minnesota
    • Harvard University
  • Madison Garber

    • University of Minnesota
  • Hayden Binger

    • University of Minnesota
  • Amos Sharoni

    • Bar Ilan University
  • Alexander S McLeod

    • University of Minnesota