Off-the-shelf deep learning is not enough, and requires parsimony, Bayesianity, and causality

par Rama K. Vasudevan, Maxim Ziatdinov, Lukas Vlcek, Sergei V. Kalinin
Publié 2021

Gaussian process analysis of electron energy loss spectroscopy data: multivariate reconstruction and kernel control

par Sergei V. Kalinin, Andrew R. Lupini, Rama K. Vasudevan, Maxim Ziatdinov
Publié 2021

Exploring physics of ferroelectric domain walls via Bayesian analysis of atomically resolved STEM data

par Christopher T. Nelson, Rama K. Vasudevan, Xiaohang Zhang, Maxim Ziatdinov, Eugene A. Eliseev, Ichiro Takeuchi, Anna N. Morozovska, Sergei V. Kalinin
Publié 2020

Thermodynamics of order and randomness in dopant distributions inferred from atomically resolved imaging

par Lukas Vlcek, Shize Yang, Yongji Gong, Pulickel Ajayan, Wu Zhou, Matthew F. Chisholm, Maxim Ziatdinov, Rama K. Vasudevan, Sergei V. Kalinin
Publié 2021

Non-conventional mechanism of ferroelectric fatigue via cation migration

par Anton V. Ievlev, Santosh KC, Rama K. Vasudevan, Yunseok Kim, Xiaoli Lu, Marin Alexe, Valentino R. Cooper, Sergei V. Kalinin, Olga S. Ovchinnikova
Publié 2019

Ultrafast current imaging by Bayesian inversion

par S. Somnath, K. J. H. Law, A. N. Morozovska, P. Maksymovych, Y. Kim, X. Lu, M. Alexe, R. Archibald, S. V. Kalinin, S. Jesse, R. K. Vasudevan
Publié 2018

Deep Bayesian local crystallography

par Sergei V. Kalinin, Mark P. Oxley, Mani Valleti, Junjie Zhang, Raphael P. Hermann, Hong Zheng, Wenrui Zhang, Gyula Eres, Rama K. Vasudevan, Maxim Ziatdinov
Publié 2021

Field enhancement of electronic conductance at ferroelectric domain walls

par Rama K. Vasudevan, Ye Cao, Nouamane Laanait, Anton Ievlev, Linglong Li, Jan-Chi Yang, Ying-Hao Chu, Long-Qing Chen, Sergei V. Kalinin, Petro Maksymovych
Publié 2017

5G New Radio Key Performance Indicators Evaluation for IMT-2020 Radio Interface Technology

par A. Phani Kumar Reddy, M. Sheeba Kumari, Vishakha Dhanwani, Akhil Kalpesh Bachkaniwala, Navin Kumar, K. Vasudevan, Srinivasan Selvaganapathy, Sendil Kumar Devar, Punit Rathod, Vinosh Babu James
Publié 2021

Revealing ferroelectric switching character using deep recurrent neural networks

par Joshua C. Agar, Brett Naul, Shishir Pandya, Stefan van der Walt, Joshua Maher, Yao Ren, Long-Qing Chen, Sergei V. Kalinin, Rama K. Vasudevan, Ye Cao, Joshua S. Bloom, Lane W. Martin
Publié 2019

Single-domain multiferroic BiFeO3 films

par C.-Y. Kuo, Z. Hu, J. C. Yang, S.-C. Liao, Y. L. Huang, R. K. Vasudevan, M. B. Okatan, S. Jesse, S. V. Kalinin, L. Li, H. J. Liu, C.-H. Lai, T. W. Pi, S. Agrestini, K. Chen, P. Ohresser, A. Tanaka, L. H. Tjeng, Y. H. Chu
Publié 2016