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Artem Maksov
Artem Maksov
AI/ML Engineer, GlaxoSmithKline
Verified email at gsk.com
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Cited by
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Year
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
3392017
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
1352019
Learning surface molecular structures via machine vision
M Ziatdinov, A Maksov, SV Kalinin
npj Computational Materials 3 (1), 31, 2017
1022017
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
862016
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
752017
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
582018
Knowledge extraction from atomically resolved images
L Vlcek, A Maksov, M Pan, RK Vasudevan, SV Kalinin
ACS nano 11 (10), 10313-10320, 2017
472017
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
382018
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
332019
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
322016
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
222017
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
222010
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
192011
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
112021
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
82018
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
52020
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
52018
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
42018
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
Deep Machine Learning in Electron and Scanning Probe Microscopy
A Maksov, SV Kalinin, RK Vasudevan, M Ziatdinov
HANDBOOK ON BIG DATA AND MACHINE LEARNING IN THE PHYSICAL SCIENCES: Volume 1 …, 2020
2020
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