Bulletin of the American Physical Society
APS March Meeting 2023
Volume 68, Number 3
Las Vegas, Nevada (March 5-10)
Virtual (March 20-22); Time Zone: Pacific Time
Session D29: Strongly Correlated Systems, Including Quantum Fluids and Solids I
3:00 PM–6:00 PM,
Monday, March 6, 2023
Room: Room 221
Sponsoring
Unit:
DCMP
Chair: Jianhao Zhang, The Pennsylvania State University
Abstract: D29.00013 : Deep Learning Hamiltonians from Disordered Image Data in Quantum Materials*
5:24 PM–5:36 PM
Presenter:
Melissa Alzate Banguero
(ESPCI Paris)
Authors:
Melissa Alzate Banguero
(ESPCI Paris)
Sayan Basak
(Purdue University)
Lukasz Burzawa
(Purdue University)
Forrest Simmons
(Purdue University)
Pavel Salev
(University of California, San Diego - University of Denver)
Lionel Aigouy
(ESPCI PSL-CNRS)
Muhammad M Qazilbash
(William & Mary)
IVAN K SCHULLER
(University of California, San Diego)
Dmitri N Basov
(Columbia University)
Alexandre Zimmers
(ESPCI PSL-Sorbonne University)
Erica W Carlson
(Purdue University)
*The work at ESPCI was supported by Cofund AI4theSciences hosted by PSL University, through the European Union's Horizon 2020 Research and Innovation Programme under the Marie Sklodowska-Curie Grant No. 945304. The work at UCSD was supported by the AFOSR Award No. FA9550-20-1-0242. M.M.Q. acknowledges support from the National Science Foundation (NSF) via Grant No. IIP-1827536. D.N.B acknowledges support by the Center on Precision-Assembled Quantum Materials, through the US National Science Foundation (NSF) Materials Research Science and Engineering Centers (Award No. DMR-2011738). S.B., F.S., and E.W.C. acknowledge support from NSF Grant No.DMR-2006192, NSF XSEDE Grant Nos. TG-DMR-180098 and DMR-190014, and the Research Corporation for Science Advancement Cottrell SEED Award. F.S.acknowledges support from the COVID-19 Research Disruption Fund at Purdue through the U.S. Department of Education HEERF III (ARP) Award No. P425F204928. E.W.C. acknowledges support from a Fulbright Fellowship and from DOE BES Award No. DESC0022277.
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