| 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 |
| 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 |
| Learning surface molecular structures via machine vision M Ziatdinov, A Maksov, SV Kalinin npj Computational Materials 3 (1), 31, 2017 | 111 | 2017 |
| Atomic-scale observation of structural and electronic orders in the layered compound α-RuCl3 M Ziatdinov, A Banerjee, A Maksov, T Berlijn, W Zhou, HB Cao, JQ Yan, ... Nature communications 7 (1), 13774, 2016 | 92 | 2016 |
| UV-activated ZnO films on a flexible substrate for room temperature O2 and H2O sensing CB Jacobs, AB Maksov, ES Muckley, L Collins, M Mahjouri-Samani, ... Scientific reports 7 (1), 6053, 2017 | 82 | 2017 |
| Direct atomic fabrication and dopant positioning in Si using electron beams with active real-time image-based feedback S Jesse, BM Hudak, E Zarkadoula, J Song, A Maksov, M Fuentes-Cabrera, ... Nanotechnology 29 (25), 255303, 2018 | 66 | 2018 |
| Knowledge extraction from atomically resolved images L Vlcek, A Maksov, M Pan, RK Vasudevan, SV Kalinin ACS nano 11 (10), 10313-10320, 2017 | 50 | 2017 |
| Data mining for better material synthesis: The case of pulsed laser deposition of complex oxides SR Young, A Maksov, M Ziatdinov, Y Cao, M Burch, J Balachandran, L Li, ... Journal of Applied Physics 123 (11), 2018 | 44 | 2018 |
| Learning from imperfections: predicting structure and thermodynamics from atomic imaging of fluctuations L Vlcek, M Ziatdinov, A Maksov, A Tselev, AP Baddorf, SV Kalinin, ... ACS nano 13 (1), 718-727, 2019 | 36 | 2019 |
| Deep data mining in a real space: separation of intertwined electronic responses in a lightly doped BaFe2As2 M Ziatdinov, A Maksov, L Li, AS Sefat, P Maksymovych, SV Kalinin Nanotechnology 27 (47), 475706, 2016 | 34 | 2016 |
| Disentangling the role of linear transition dipole in band-edge emission from single CdSe/ZnS quantum dots: Combined linear anisotropy and defocused emission pattern imaging A Cyphersmith, K Early, A Maksov, J Graham, Y Wang, M Barnes Applied Physics Letters 97 (12), 2010 | 23 | 2010 |
| Atom-by-atom fabrication by electron beam via induced phase transformations N Jiang, E Zarkadoula, P Narang, A Maksov, I Kravchenko, A Borisevich, ... MRS Bulletin 42 (9), 653-659, 2017 | 22 | 2017 |
| Defocused emission patterns from chiral fluorophores: application to chiral axis orientation determination A Cyphersmith, A Maksov, R Hassey-Paradise, KD McCarthy, MD Barnes The Journal of Physical Chemistry Letters 2 (6), 661-665, 2011 | 19 | 2011 |
| Probing potential energy landscapes via electron-beam-induced single atom dynamics O Dyck, M Ziatdinov, S Jesse, F Bao, AY Nobakht, A Maksov, BG Sumpter, ... Acta Materialia 203, 116508, 2021 | 13 | 2021 |
| Deep analytics of atomically-resolved images: manifest and latent features M Ziatdinov, O Dyck, A Maksov, BM Hudak, AR Lupini, J Song, ... arXiv preprint arXiv:1801.05133, 2018 | 10 | 2018 |
| Reconstruction of effective potential from statistical analysis of dynamic trajectories A Yousefzadi Nobakht, O Dyck, DB Lingerfelt, F Bao, M Ziatdinov, ... AIP Advances 10 (6), 2020 | 5 | 2020 |
| Single atom force measurements: mapping potential energy landscapes via electron beam induced single atom dynamics O Dyck, F Bao, M Ziatdinov, AY Nobakht, S Shin, K Law, A Maksov, ... arXiv preprint arXiv:1804.03729, 2018 | 4 | 2018 |
| Deep data analytics in structural and functional imaging of nanoscale materials M Ziatdinov, A Maksov, SV Kalinin Materials Discovery and Design: By Means of Data Science and Optimal …, 2018 | 4 | 2018 |
| Machine Learning for the Dynamic Scanning Transmission Electron Microscopy Experiment on Solid State Transformations M Ziatdinov, A Maksov, O Dyck, S Jesse, SV Kalinin Microscopy and Microanalysis 24 (S1), 1600-1601, 2018 | 1 | 2018 |
| Strain-Induced asymmetry and on-site dynamics of silicon defects in graphene O Dyck, F Bao, M Ziatdinov, AY Nobakht, K Law, A Maksov, BG Sumpter, ... Carbon Trends 9, 100189, 2022 | | 2022 |
Sergei V. KalininWeston Fulton Chair Professor, UT Knoxville. Chief Scientist, AI/ML for Physical Sciences, PNNLE-mail megerősítve itt: utk.edu
