Artem Maksov
Artem Maksov
AI/ML Engineer, GlaxoSmithKline
Verified email at gsk.com
Title
Cited by
Cited by
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
1792017
Deep learning analysis of defect and phase evolution during electron beam-induced transformations in WS 2
A Maksov, O Dyck, K Wang, K Xiao, DB Geohegan, BG Sumpter, ...
npj Computational Materials 5 (1), 1-8, 2019
652019
Learning surface molecular structures via machine vision
M Ziatdinov, A Maksov, SV Kalinin
npj Computational Materials 3 (1), 1-9, 2017
622017
Atomic-scale observation of structural and electronic orders in the layered compound α-RuCl 3
M Ziatdinov, A Banerjee, A Maksov, T Berlijn, W Zhou, HB Cao, JQ Yan, ...
Nature communications 7 (1), 1-8, 2016
612016
UV-activated ZnO films on a flexible substrate for room temperature O 2 and H 2 O sensing
CB Jacobs, AB Maksov, ES Muckley, L Collins, M Mahjouri-Samani, ...
Scientific reports 7 (1), 1-10, 2017
432017
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
352018
Knowledge extraction from atomically resolved images
L Vlcek, A Maksov, M Pan, RK Vasudevan, SV Kalinin
ACS nano 11 (10), 10313-10320, 2017
352017
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
282016
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
222019
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), 115303, 2018
202018
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
192017
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
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), 121915, 2010
172010
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
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
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
22021
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), 065034, 2020
22020
Deep Data Analytics in Structural and Functional Imaging of Nanoscale Materials
M Ziatdinov, A Maksov, SV Kalinin
Materials Discovery and Design, 103-128, 2018
22018
Deep learning analysis of defect and phase evolution during electron beam-induced transformations in WS2 (vol 6, 15, 2019)
A Maksov, O Dyck, K Wang, K Xiao, DB Geohegan, BG Sumpter, ...
NPJ COMPUTATIONAL MATERIALS 6 (1), 2020-2020, 2020
2020
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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Articles 1–20