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cond-mat.str-el2022★ 5 cited
Deep Learning Hamiltonians from Disordered Image Data in Quantum Materials
S. Basak, M. Alzate Banguero, L. Burzawa +8
The capabilities of image probe experiments are rapidly expanding, providing new information about quantum materials on unprecedented length and time scales. Many such materials fe…
cond-mat.str-el2018★ 15 cited
Classifying surface probe images in strongly correlated electronic systems via machine learning
L. Burzawa, Shuo Liu, E. W. Carlson
Scanning probe experiments such as scanning tunneling microscopy (STM) and atomic force microscopy (AFM) on strongly correlated electronic systems often reveal complex pattern form…