Bridging microscopy with molecular dynamics and quantum simulations: an atomAI based pipeline by Ayana Ghosh, Maxim Ziatdinov, Ondrej Dyck, Bobby G. Sumpter, Sergei V. Kalinin

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Ensemble learning-iterative training machine learning for uncertainty quantification and automated experiment in atom-resolved microscopy by Ayana Ghosh, Bobby G. Sumpter, Ondrej Dyck, Sergei V. Kalinin, Maxim Ziatdinov

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Unsupervised machine learning discovery of structural units and transformation pathways from imaging data by Sergei V. Kalinin, Ondrej Dyck, Ayana Ghosh, Yongtao Liu, Bobby G. Sumpter, Maxim Ziatdinov

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Quantitative Phase Fraction Detection in Organic Photovoltaic Materials through EELS Imaging by Ondrej Dyck, Sheng Hu, Sanjib Das, Jong Keum, Kai Xiao, Bamin Khomami, Gerd Duscher

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Statistical learning of governing equations of dynamics from in-situ electron microscopy imaging data by Xin Li, Ondrej Dyck, Raymond R. Unocic, Anton V. Ievlev, Stephen Jesse, Sergei V. Kalinin

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Probing atomic-scale symmetry breaking by rotationally invariant machine learning of multidimensional electron scattering by Mark P. Oxley, Maxim Ziatdinov, Ondrej Dyck, Andrew R. Lupini, Rama Vasudevan, Sergei V. Kalinin

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Direct imaging of electron density with a scanning transmission electron microscope by Ondrej Dyck, Jawaher Almutlaq, David Lingerfelt, Jacob L. Swett, Mark P. Oxley, Bevin Huang, Andrew R. Lupini, Dirk Englund, Stephen Jesse

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Pulsed Laser-Assisted Helium Ion Nanomachining of Monolayer Graphene—Direct-Write Kirigami Patterns by Cheng Zhang, Ondrej Dyck, David A. Garfinkel, Michael G. Stanford, Alex A. Belianinov, Jason D. Fowlkes, Stephen Jesse, Philip D. Rack

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Addendum: Zhang, C., <i>et al.</i> Pulsed Laser-Assisted Helium Ion Nanomachining of Monolayer Graphene—Direct-Write Kirigami Patterns. <i>Nanomaterials</i> 2019, <i>9</i>, 1394 by Cheng Zhang, Ondrej Dyck, David A. Garfinkel, Michael G. Stanford, Alex A. Belianinov, Jason D. Fowlkes, Stephen Jesse, Philip D. Rack

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Strain-Induced asymmetry and on-site dynamics of silicon defects in graphene by Ondrej Dyck, Feng Bao, Maxim Ziatdinov, Ali Yousefzadi Nobakht, Kody Law, Artem Maksov, Bobby G. Sumpter, Richard Archibald, Stephen Jesse, Sergei V. Kalinin, David B. Lingerfelt

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Discovery of Graphene‐Water Membrane Structure: Toward High‐Quality Graphene Process by Aisha Okmi, Xuemei Xiao, Yue Zhang, Rui He, Olugbenga Olunloyo, Sumner B. Harris, Tara Jabegu, Ningxin Li, Diren Maraba, Yasmeen Sherif, Ondrej Dyck, Ivan Vlassiouk, Kai Xiao, Pei Dong, Baoxing Xu, Sidong Lei

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Armor for Steel: Facile Synthesis of Hexagonal Boron Nitride Films on Various Substrates by Ivan Vlassiouk, Sergei Smirnov, Alexander Puretzky, Olugbenga Olunloyo, David B. Geohegan, Ondrej Dyck, Andrew R. Lupini, Raymond R. Unocic, Harry M. Meyer III, Kai Xiao, Dayrl Briggs, Nickolay Lavrik, Jong Keum, Ercan Cakmak, Sumner B. Harris, Marti Checa, Liam Collins, John Lasseter, Reece Emery, John Rayle, Philip D. Rack, Yijing Stehle, Pavan Chaturvedi, Piran R. Kidambi, Gong Gu, Ilia Ivanov

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