Ziatdinov M - Search Results

1

Revealing the Chemical Bonding in Adatom Arrays via Machine Learning of Hyperspectral Scanning Tunneling Spectroscopy Data.

Roccapriore KM, Zou Q, Zhang L, Xue R, Yan J, Ziatdinov M, Fu M, Mandrus DG, Yoon M, Sumpter BG, Gai Z, Kalinin SV. Roccapriore KM, et al. Among authors: ziatdinov m. ACS Nano. 2021 Jul 27;15(7):11806-11816. doi: 10.1021/acsnano.1c02902. Epub 2021 Jun 28. ACS Nano. 2021. PMID: 34181383

2

Phases and Interfaces from Real Space Atomically Resolved Data: Physics-Based Deep Data Image Analysis.

Vasudevan RK, Ziatdinov M, Jesse S, Kalinin SV. Vasudevan RK, et al. Among authors: ziatdinov m. Nano Lett. 2016 Sep 14;16(9):5574-81. doi: 10.1021/acs.nanolett.6b02130. Epub 2016 Aug 19. Nano Lett. 2016. PMID: 27517608

3

Deep data mining in a real space: separation of intertwined electronic responses in a lightly doped BaFe₂As₂.

Ziatdinov M, Maksov A, Li L, Sefat AS, Maksymovych P, Kalinin SV. Ziatdinov M, et al. Nanotechnology. 2016 Nov 25;27(47):475706. doi: 10.1088/0957-4484/27/47/475706. Epub 2016 Oct 25. Nanotechnology. 2016. PMID: 27780159

4

Data mining graphene: correlative analysis of structure and electronic degrees of freedom in graphenic monolayers with defects.

Ziatdinov M, Fujii S, Kiguchi M, Enoki T, Jesse S, Kalinin SV. Ziatdinov M, et al. Nanotechnology. 2016 Dec 9;27(49):495703. doi: 10.1088/0957-4484/27/49/495703. Epub 2016 Nov 9. Nanotechnology. 2016. PMID: 27827348

5

Atomic-scale observation of structural and electronic orders in the layered compound α-RuCl₃.

Ziatdinov M, Banerjee A, Maksov A, Berlijn T, Zhou W, Cao HB, Yan JQ, Bridges CA, Mandrus DG, Nagler SE, Baddorf AP, Kalinin SV. Ziatdinov M, et al. Nat Commun. 2016 Dec 12;7:13774. doi: 10.1038/ncomms13774. Nat Commun. 2016. PMID: 27941761 Free PMC article.

6

Deep Learning of Atomically Resolved Scanning Transmission Electron Microscopy Images: Chemical Identification and Tracking Local Transformations.

Ziatdinov M, Dyck O, Maksov A, Li X, Sang X, Xiao K, Unocic RR, Vasudevan R, Jesse S, Kalinin SV. Ziatdinov M, et al. ACS Nano. 2017 Dec 26;11(12):12742-12752. doi: 10.1021/acsnano.7b07504. Epub 2017 Dec 14. ACS Nano. 2017. PMID: 29215876

7

Deep data analysis via physically constrained linear unmixing: universal framework, domain examples, and a community-wide platform.

Kannan R, Ievlev AV, Laanait N, Ziatdinov MA, Vasudevan RK, Jesse S, Kalinin SV. Kannan R, et al. Among authors: ziatdinov ma. Adv Struct Chem Imaging. 2018;4(1):6. doi: 10.1186/s40679-018-0055-8. Epub 2018 Apr 30. Adv Struct Chem Imaging. 2018. PMID: 29755927 Free PMC article. Review.

8

Learning from Imperfections: Predicting Structure and Thermodynamics from Atomic Imaging of Fluctuations.

Vlcek L, Ziatdinov M, Maksov A, Tselev A, Baddorf AP, Kalinin SV, Vasudevan RK. Vlcek L, et al. Among authors: ziatdinov m. ACS Nano. 2019 Jan 22;13(1):718-727. doi: 10.1021/acsnano.8b07980. Epub 2019 Jan 10. ACS Nano. 2019. PMID: 30609895

9

Toward Electrochemical Studies on the Nanometer and Atomic Scales: Progress, Challenges, and Opportunities.

Kalinin SV, Dyck O, Balke N, Neumayer S, Tsai WY, Vasudevan R, Lingerfelt D, Ahmadi M, Ziatdinov M, McDowell MT, Strelcov E. Kalinin SV, et al. Among authors: ziatdinov m. ACS Nano. 2019 Sep 24;13(9):9735-9780. doi: 10.1021/acsnano.9b02687. Epub 2019 Sep 16. ACS Nano. 2019. PMID: 31433942

10

Building and exploring libraries of atomic defects in graphene: Scanning transmission electron and scanning tunneling microscopy study.

Ziatdinov M, Dyck O, Li X, Sumpter BG, Jesse S, Vasudevan RK, Kalinin SV. Ziatdinov M, et al. Sci Adv. 2019 Sep 27;5(9):eaaw8989. doi: 10.1126/sciadv.aaw8989. eCollection 2019 Sep. Sci Adv. 2019. PMID: 31598551 Free PMC article.

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