Hasil Pencarian - Maxim Ziatdinov

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  1. 1
    Combining variational autoencoders and physical bias for improved microscopy data analysis

    Combining variational autoencoders and physical bias for improved microscopy data analysis oleh Arpan Biswas, Maxim Ziatdinov, Sergei V Kalinin

    Diterbitkan 2023-01-01
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  2. 2
    Learning surface molecular structures via machine vision

    Learning surface molecular structures via machine vision oleh Maxim Ziatdinov, Artem Maksov, Sergei V. Kalinin

    Diterbitkan 2017-08-01
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  3. 3
    Physics Discovery in Nanoplasmonic Systems via Autonomous Experiments in Scanning Transmission Electron Microscopy

    Physics Discovery in Nanoplasmonic Systems via Autonomous Experiments in Scanning Transmission Electron Microscopy oleh Kevin M. Roccapriore, Sergei V. Kalinin, Maxim Ziatdinov

    Diterbitkan 2022-12-01
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  4. 4
    Physics and chemistry from parsimonious representations: image analysis via invariant variational autoencoders

    Physics and chemistry from parsimonious representations: image analysis via invariant variational autoencoders oleh Mani Valleti, Maxim Ziatdinov, Yongtao Liu, Sergei V. Kalinin

    Diterbitkan 2024-08-01
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  5. 5
    Finding simplicity: unsupervised discovery of features, patterns, and order parameters via shift-invariant variational autoencoders

    Finding simplicity: unsupervised discovery of features, patterns, and order parameters via shift-invariant variational autoencoders oleh Maxim Ziatdinov, Chun Yin (Tommy) Wong, Sergei V Kalinin

    Diterbitkan 2023-01-01
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  6. 6
    Optimizing training trajectories in variational autoencoders via latent Bayesian optimization approach

    Optimizing training trajectories in variational autoencoders via latent Bayesian optimization approach oleh Arpan Biswas, Rama Vasudevan, Maxim Ziatdinov, Sergei V Kalinin

    Diterbitkan 2023-01-01
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  7. 7
    Off-the-shelf deep learning is not enough, and requires parsimony, Bayesianity, and causality

    Off-the-shelf deep learning is not enough, and requires parsimony, Bayesianity, and causality oleh Rama K. Vasudevan, Maxim Ziatdinov, Lukas Vlcek, Sergei V. Kalinin

    Diterbitkan 2021-01-01
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  8. 8
    Autonomous convergence of STM control parameters using Bayesian optimization

    Autonomous convergence of STM control parameters using Bayesian optimization oleh Ganesh Narasimha, Saban Hus, Arpan Biswas, Rama Vasudevan, Maxim Ziatdinov

    Diterbitkan 2024-03-01
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  9. 9
    Gaussian process analysis of electron energy loss spectroscopy data: multivariate reconstruction and kernel control

    Gaussian process analysis of electron energy loss spectroscopy data: multivariate reconstruction and kernel control oleh Sergei V. Kalinin, Andrew R. Lupini, Rama K. Vasudevan, Maxim Ziatdinov

    Diterbitkan 2021-09-01
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  10. 10
    Exploring Physics of Ferroelectric Domain Walls in Real Time: Deep Learning Enabled Scanning Probe Microscopy

    Exploring Physics of Ferroelectric Domain Walls in Real Time: Deep Learning Enabled Scanning Probe Microscopy oleh Yongtao Liu, Kyle P. Kelley, Hiroshi Funakubo, Sergei V. Kalinin, Maxim Ziatdinov

    Diterbitkan 2022-11-01
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  11. 11
    Bridging microscopy with molecular dynamics and quantum simulations: an atomAI based pipeline

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

    Diterbitkan 2022-04-01
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  12. 12
    Ensemble learning-iterative training machine learning for uncertainty quantification and automated experiment in atom-resolved microscopy

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

    Diterbitkan 2021-07-01
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  13. 13
    Exploring the Evolution of Metal Halide Perovskites via Latent Representations of the Photoluminescent Spectra

    Exploring the Evolution of Metal Halide Perovskites via Latent Representations of the Photoluminescent Spectra oleh Sheryl Sanchez, Yongtao Liu, Jonghee Yang, Sergei V. Kalinin, Maxim Ziatdinov, Mahshid Ahmadi

    Diterbitkan 2023-05-01
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  14. 14
    Probe microscopy is all you need

    Probe microscopy is all you need oleh Sergei V Kalinin, Rama Vasudevan, Yongtao Liu, Ayana Ghosh, Kevin Roccapriore, Maxim Ziatdinov

    Diterbitkan 2023-01-01
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  15. 15
    Unsupervised machine learning discovery of structural units and transformation pathways from imaging data

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

    Diterbitkan 2023-06-01
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  16. 16
    Learning the right channel in multimodal imaging: automated experiment in piezoresponse force microscopy

    Learning the right channel in multimodal imaging: automated experiment in piezoresponse force microscopy oleh Yongtao Liu, Rama K. Vasudevan, Kyle P. Kelley, Hiroshi Funakubo, Maxim Ziatdinov, Sergei V. Kalinin

    Diterbitkan 2023-03-01
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  17. 17
    Deep learning ferroelectric polarization distributions from STEM data via with and without atom finding

    Deep learning ferroelectric polarization distributions from STEM data via with and without atom finding oleh Christopher T. Nelson, Ayana Ghosh, Mark Oxley, Xiaohang Zhang, Maxim Ziatdinov, Ichiro Takeuchi, Sergei V. Kalinin

    Diterbitkan 2021-09-01
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  18. 18
    Probing atomic-scale symmetry breaking by rotationally invariant machine learning of multidimensional electron scattering

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

    Diterbitkan 2021-05-01
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  19. 19
    Computational scanning tunneling microscope image database

    Computational scanning tunneling microscope image database oleh Kamal Choudhary, Kevin F. Garrity, Charles Camp, Sergei V. Kalinin, Rama Vasudevan, Maxim Ziatdinov, Francesca Tavazza

    Diterbitkan 2021-02-01
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  20. 20
    Adaptive sampling for accelerating neutron diffraction-based strain mapping

    Adaptive sampling for accelerating neutron diffraction-based strain mapping oleh S V Venkatakrishnan, Chris M Fancher, Maxim Ziatdinov, Rama Vasudevan, Kyle Saleeby, James Haley, Dunji Yu, Ke An, Alex Plotkowski

    Diterbitkan 2023-01-01
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