Ondrej Dyck
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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
Perovskite solar cells with near 100% internal quantum efficiency based on large single crystalline grains and vertical bulk heterojunctions
B Yang, O Dyck, J Poplawsky, J Keum, A Puretzky, S Das, I Ivanov, ...
Journal of the American Chemical Society 137 (29), 9210-9213, 2015
Synthesis of millimeter-size hexagon-shaped graphene single crystals on resolidified copper
A Mohsin, L Liu, P Liu, W Deng, IN Ivanov, G Li, OE Dyck, G Duscher, ...
Acs Nano 7 (10), 8924-8931, 2013
Universal formation of compositionally graded bulk heterojunction for efficiency enhancement in organic photovoltaics
Z Xiao, Y Yuan, B Yang, J VanDerslice, J Chen, O Dyck, G Duscher, ...
Advanced Materials 26 (19), 3068-3075, 2014
Placing single atoms in graphene with a scanning transmission electron microscope
O Dyck, S Kim, SV Kalinin, S Jesse
Applied Physics Letters 111 (11), 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
Building structures atom by atom via electron beam manipulation
O Dyck, S Kim, E Jimenez‐Izal, AN Alexandrova, SV Kalinin, S Jesse
Small 14 (38), 1801771, 2018
3D analysis of fuel cell electrocatalyst degradation on alternate carbon supports
BT Sneed, DA Cullen, KS Reeves, OE Dyck, DA Langlois, R Mukundan, ...
ACS applied materials & interfaces 9 (35), 29839-29848, 2017
Atom-by-atom fabrication with electron beams
O Dyck, M Ziatdinov, DB Lingerfelt, RR Unocic, BM Hudak, AR Lupini, ...
Nature Reviews Materials 4 (7), 497-507, 2019
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
Electron‐beam‐related studies of halide perovskites: Challenges and opportunities
J Ran, O Dyck, X Wang, B Yang, DB Geohegan, K Xiao
Advanced Energy Materials 10 (26), 1903191, 2020
Guided crystallization of P3HT in ternary blend solar cell based on P3HT: PCPDTBT: PCBM
Y Gu, C Wang, F Liu, J Chen, OE Dyck, G Duscher, TP Russell
Energy & Environmental Science 7 (11), 3782-3790, 2014
Correlating high power conversion efficiency of PTB7: PC 71 BM inverted organic solar cells with nanoscale structures
S Das, JK Keum, JF Browning, G Gu, B Yang, O Dyck, C Do, W Chen, ...
Nanoscale 7 (38), 15576-15583, 2015
Observation of nanoscale morphological and structural degradation in perovskite solar cells by in situ TEM
B Yang, O Dyck, W Ming, MH Du, S Das, CM Rouleau, G Duscher, ...
ACS applied materials & interfaces 8 (47), 32333-32340, 2016
Mitigating e-beam-induced hydrocarbon deposition on graphene for atomic-scale scanning transmission electron microscopy studies
O Dyck, S Kim, SV Kalinin, S Jesse
Journal of Vacuum Science & Technology B 36 (1), 2018
Exploring order parameters and dynamic processes in disordered systems via variational autoencoders
SV Kalinin, O Dyck, S Jesse, M Ziatdinov
Science Advances 7 (17), eabd5084, 2021
Mapping mesoscopic phase evolution during E-beam induced transformations via deep learning of atomically resolved images
RK Vasudevan, N Laanait, EM Ferragut, K Wang, DB Geohegan, K Xiao, ...
npj Computational Materials 4 (1), 30, 2018
Controllable Growth of Perovskite Films by Room‐Temperature Air Exposure for Efficient Planar Heterojunction Photovoltaic Cells
B Yang, O Dyck, J Poplawsky, J Keum, S Das, A Puretzky, T Aytug, ...
Angewandte Chemie International Edition 54 (49), 14862-14865, 2015
Doping transition-metal atoms in graphene for atomic-scale tailoring of electronic, magnetic, and quantum topological properties
O Dyck, L Zhang, M Yoon, JL Swett, D Hensley, C Zhang, PD Rack, ...
Carbon 173, 205-214, 2021
Manifold learning of four-dimensional scanning transmission electron microscopy
X Li, OE Dyck, MP Oxley, AR Lupini, L McInnes, J Healy, S Jesse, ...
npj Computational Materials 5 (1), 5, 2019
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