Matthew Carbone

  • Program Years: 2017-2021
  • Academic Institution: Columbia University
  • Field of Study: Chemical Physics
  • Academic Advisor: David Reichman
  • Practicum(s):
    Brookhaven National Laboratory (2018)
  • Degree(s):
    B.S. Chemistry, and B.A. Physics, University of Rochester, 2016
    Ph.D. Chemical Physics, Columbia University, 2021

Current Status

  • Status: Assistant Computational Scientist at Brookhaven National Laboratory
  • Research Area: Chemical Physics
  • Personal URL: http://x94carbone.github.io

Publications

Numerically Exact Generalized Green's Function Cluster Expansions for Electron-Phonon Problems. M. R. Carbone, D. R. Reichman & J. Sous. Phys. Rev. B 104, 035106 (2021).

Computing Anderson Impurity Model Spectra Using Machine Learning. E. J. Sturm, M. R. Carbone, D. Lu, A. Weichselbaum & R. M. Konik. Phys. Rev. B 103, 245118 (2021)

Random Forest Machine Learning Models for Interpretable X-ray Absorption Near-Edge Structure Spectrum-Property Relationships. S. B. Torrisi, M. R. Carbone, B. A. Rohr, J. H. Montoya, Y. Ha, J. Yano, S. K. Suram & L. Hung. npj Comput Mater 6, 109 (2020)

Microscopic Model of the Doping Dependence of Line Widths in Monolayer Transition Metal Dichalcogenides. M. R. Carbone, M. Z. Mayers & D. R. Reichman. J. Chem. Phys. 152, 194705 (2020)

Effective Trap-like Activated Dynamics in a Continuous Landscape. M. R. Carbone, V. Astuti & M. Baity-Jesi. Phys. Rev. E 101, 052304 (2020)

Machine-Learning X-ray Absorption Spectra to Quantitative Accuracy. M. R. Carbone, M. Topsakal, D. Lu & S. Yoo. Phys. Rev. Lett. 124, 156401 (2020)

Classification of Local Chemical Environments from X-ray Absorption Spectra using Supervised Machine Learning. M. R. Carbone, S. Yoo, M. Topsakal & D. Lu. Phys. Rev. Mater 3, 033604 (2019)

Crystal structures of [...] : two related protected 1,2-amino alcohols. M. R. Carbone, G. A. Centola, A. Haas, K. P. McClelland, M. D. Moskowitz, A. M. Verderame, M. S. Olezeski, L. J. Papa, S. C. M. Dorn, W. W. Brennessel & D. J. Weix. Acta Cryst. E70, 365-369 (2014)

Awards

George Pegram Award for Meritorious Achievement in Chemical Research, May 2021

Dr. E. W. and Maude V. Flagg Award, May 2016

Phi Beta Kappa, Iota Chapter of NY, May 2016

Junior Scholar Award, October 2015

Carl A. Whiteman Jr. Teaching Award, May 2015

Xerox Foundation Reach Funding recipient. May 2014