Maxim Ziatdinov

Maxim Ziatdinov

Oak Ridge National Laboratory - Oak Ridge / United States
Natural Sciences / Physics
AD Scientific Index ID: 4421311
person_outline Maxim Ziatdinov's MOST POPULAR ARTICLES
1-) Deep learning of atomically resolved scanning transmission electron microscopy images: chemical identification and tracking local transformationsM Ziatdinov, O Dyck, A Maksov, X Li, X Sang, K Xiao, RR Unocic, ...ACS nano 11 (12), 12742-12752, 20172582017
2-) Materials science in the artificial intelligence age: high-throughput library generation, machine learning, and a pathway from correlations to the underpinning physicsRK Vasudevan, K Choudhary, A Mehta, R Smith, G Kusne, F Tavazza, ...MRS communications 9 (3), 821-838, 20191402019
3-) Deep learning analysis of defect and phase evolution during electron beam-induced transformations in WS2A Maksov, O Dyck, K Wang, K Xiao, DB Geohegan, BG Sumpter, ...npj Computational Materials 5 (1), 12, 20191392019
4-) Learning surface molecular structures via machine visionM Ziatdinov, A Maksov, SV Kalininnpj Computational Materials 3 (1), 31, 20171092017
5-) Atom-by-atom fabrication with electron beamsO Dyck, M Ziatdinov, DB Lingerfelt, RR Unocic, BM Hudak, AR Lupini, ...Nature Reviews Materials 4 (7), 497-507, 20191052019