Bulletin of the American Physical Society
APS March Meeting 2021
Monday–Friday, March 15–19, 2021; Virtual; Time Zone: Central Daylight Time, USA
Session C21: Machine Learning for Quantum Matter III
3:00 PM–5:24 PM,
Monday, March 15, 2021
Sponsoring Units: DCOMP GDS DMP
Chair: Muratahan Aykol, Toyota Research Institute
Abstract: C21.00003 : Machine learning dielectric screening for the simulation of excited state properties of molecules and materials*
3:48 PM–4:00 PM
(Materials Science Division, Argonne National Laboratory)
(Pritzker School of Molecular Engineering, University of Chicago)
 N. L. Nguyen, H. Ma, M. Govoni, F. Gygi, and G. Galli, Phys. Rev. Lett. 122, 237402 (2019).
 S. S. Dong, M. Govoni, and G. Galli, 2020 (preprint).
*The work was supported by MICCoM as part of the Computational Materials Science Program funded by the U.S. Department of Energy, Office of Science, Basic Energy Sciences (DOE-BES), and AMEWS Center, an Energy Frontier Research Center funded by DOE-BES.
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