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Deep learning of atomically resolved scanning transmission electron microscopy images: chemical identification and tracking local transformations M Ziatdinov, O Dyck, A Maksov, X Li, X Sang, K Xiao, RR Unocic, ... ACS nano 11 (12), 12742-12752, 2017 | 376 | 2017 |
Ferroelectric or non-ferroelectric: Why so many materials exhibit “ferroelectricity” on the nanoscale RK Vasudevan, N Balke, P Maksymovych, S Jesse, SV Kalinin Applied Physics Reviews 4 (2), 2017 | 312 | 2017 |
Materials science in the artificial intelligence age: high-throughput library generation, machine learning, and a pathway from correlations to the underpinning physics RK Vasudevan, K Choudhary, A Mehta, R Smith, G Kusne, F Tavazza, ... MRS communications 9 (3), 821-838, 2019 | 157 | 2019 |
Domain wall geometry controls conduction in ferroelectrics RK Vasudevan, AN Morozovska, EA Eliseev, J Britson, JC Yang, YH Chu, ... Nano letters 12 (11), 5524-5531, 2012 | 151 | 2012 |
Deep learning analysis of defect and phase evolution during electron beam-induced transformations in WS2 A Maksov, O Dyck, K Wang, K Xiao, DB Geohegan, BG Sumpter, ... npj Computational Materials 5 (1), 12, 2019 | 150 | 2019 |
Domain wall conduction and polarization‐mediated transport in ferroelectrics RK Vasudevan, W Wu, JR Guest, AP Baddorf, AN Morozovska, ... Advanced Functional Materials 23 (20), 2592-2616, 2013 | 145 | 2013 |
Exploring Topological Defects in Epitaxial BiFeO3 Thin Films RK Vasudevan, YC Chen, HH Tai, N Balke, P Wu, S Bhattacharya, ... Acs Nano 5 (2), 879-887, 2011 | 143 | 2011 |
Single-domain multiferroic BiFeO3 films CY Kuo, Z Hu, JC Yang, SC Liao, YL Huang, RK Vasudevan, MB Okatan, ... Nature communications 7 (1), 12712, 2016 | 136 | 2016 |
Mixed electrochemical–ferroelectric states in nanoscale ferroelectrics SM Yang, AN Morozovska, R Kumar, EA Eliseev, Y Cao, L Mazet, N Balke, ... Nature Physics 13 (8), 812-818, 2017 | 133 | 2017 |
Big data and deep data in scanning and electron microscopies: deriving functionality from multidimensional data sets A Belianinov, R Vasudevan, E Strelcov, C Steed, SM Yang, A Tselev, ... Advanced Structural and Chemical Imaging 1, 1-25, 2015 | 132 | 2015 |
Big, deep, and smart data in scanning probe microscopy SV Kalinin, E Strelcov, A Belianinov, S Somnath, RK Vasudevan, ... Acs Nano 10 (10), 9068-9086, 2016 | 130 | 2016 |
Highly mobile ferroelastic domain walls in compositionally graded ferroelectric thin films JC Agar, AR Damodaran, MB Okatan, J Kacher, C Gammer, ... Nature materials 15 (5), 549-556, 2016 | 122 | 2016 |
Band excitation in scanning probe microscopy: recognition and functional imaging S Jesse, RK Vasudevan, L Collins, E Strelcov, MB Okatan, A Belianinov, ... Annual review of physical chemistry 65 (1), 519-536, 2014 | 122 | 2014 |
Topological structures in multiferroics–domain walls, skyrmions and vortices J Seidel, RK Vasudevan, N Valanoor Advanced Electronic Materials 2 (1), 1500292, 2016 | 102 | 2016 |
Building and exploring libraries of atomic defects in graphene: Scanning transmission electron and scanning tunneling microscopy study M Ziatdinov, O Dyck, X Li, BG Sumpter, S Jesse, RK Vasudevan, ... Science advances 5 (9), eaaw8989, 2019 | 98 | 2019 |
Three‐State Ferroelastic Switching and Large Electromechanical Responses in PbTiO3 Thin Films AR Damodaran, S Pandya, JC Agar, Y Cao, RK Vasudevan, R Xu, ... Advanced materials 29 (37), 1702069, 2017 | 98 | 2017 |
Automated and autonomous experiments in electron and scanning probe microscopy SV Kalinin, M Ziatdinov, J Hinkle, S Jesse, A Ghosh, KP Kelley, AR Lupini, ... ACS nano 15 (8), 12604-12627, 2021 | 97 | 2021 |
Dimensionality Controlled Octahedral Symmetry-Mismatch and Functionalities in Epitaxial LaCoO3/SrTiO3 Heterostructures L Qiao, JH Jang, DJ Singh, Z Gai, H Xiao, A Mehta, RK Vasudevan, ... Nano letters 15 (7), 4677-4684, 2015 | 97 | 2015 |
Carrier density modulation in a germanium heterostructure by ferroelectric switching P Ponath, K Fredrickson, AB Posadas, Y Ren, X Wu, RK Vasudevan, ... Nature communications 6 (1), 6067, 2015 | 95 | 2015 |