Joshua C. Agar
Lehigh University
H-index: 23
North America-United States
Top articles of Joshua C. Agar
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Deep learning for automated experimentation in scanning transmission electron microscopy | arXiv preprint arXiv:2304.02048 | Sergei V Kalinin Debangshu Mukherjee Kevin M Roccapriore Ben Blaiszik Ayana Ghosh | 2023/4/4 |
Rapid Fitting of Band-Excitation Piezoresponse Force Microscopy Using Physics Constrained Unsupervised Neural Networks | Alibek T Kaliyev Ryan F Forelli Shuyu Qin Yichen Guo Seda Memik | 2023/11/3 | |
Corrigendum: Applications and techniques for fast machine learning in science | Allison McCarn Deiana Nhan Tran Joshua Agar Michaela Blott Giuseppe Di Guglielmo | 2023/10/16 | |
Machine learning for automated experimentation in scanning transmission electron microscopy | Sergei V Kalinin Debangshu Mukherjee Kevin Roccapriore Benjamin J Blaiszik Ayana Ghosh | 2023/12/20 | |
The Effect of Chemical Environment and Temperature on the Domain Structure of Free‐Standing BaTiO3 via In Situ STEM | Advanced Science | Tamsin O'Reilly Kristina M Holsgrove Xinqiao Zhang John JR Scott Iaro Gaponenko | 2023/10 |
Low latency optical-based mode tracking with machine learning deployed on FPGAs on a tokamak | Yumou Wei Ryan F Forelli Chris Hansen Jeffrey P Levesque Nhan Tran | 2023/11/30 | |
Practical and Parsimonious Real-Time Analysis in Materials Microscopy | Joshua C Agar | 2023/8/1 | |
Extremely Noisy 4D-TEM Strain Mapping Using Cycle Consistent Spatial Transforming Autoencoders | Shuyu Qin Joshua Agar Nhan Tran | 2023/11/3 | |
Imaging and structure analysis of ferroelectric domains, domain walls, and vortices by scanning electron diffraction | arXiv preprint arXiv:2305.05727 | Ursula Ludacka Jiali He Shuyu Qin Manuel Zahn Emil Frang Christiansen | 2023/5/9 |
Understanding Experimental Data by Identifying Symmetries with Deep Learning | Yichen Guo Shuyu Qin Joshua Agar | 2023/11/3 | |
Applications and techniques for fast machine learning in science | Allison McCarn Deiana Nhan Tran Joshua Agar Michaela Blott Giuseppe Di Guglielmo | 2022/4/12 | |
Tunable Microwave Conductance of Nanodomains in Ferroelectric PbZr0.2Ti0.8O3 Thin Film | Advanced Electronic Materials | Stuart R Burns Alexander Tselev Anton V Ievlev Joshua C Agar Lane W Martin | 2022/3 |
Why it is unfortunate that linear machine learning “works” so well in electromechanical switching of ferroelectric thin films | Advanced Materials | Shuyu Qin Yichen Guo Alibek T Kaliyev Joshua C Agar | 2022/11 |
High Velocity, Low‐Voltage Collective In‐Plane Switching in (100) BaTiO3 Thin Films | Advanced Science | Trygve M Ræder Shuyu Qin Michael J Zachman Rama K Vasudevan Tor Grande | 2022/10 |
Deep learning for electron and scanning probe microscopy: From materials design to atomic fabrication | Sergei V Kalinin Maxim Ziatdinov Steven R Spurgeon Colin Ophus Eric A Stach | 2022/9 | |
Machine learning assisted synthesis of lithium-ion batteries cathode materials | Nano Energy | Chi Hao Liow Hyeonmuk Kang Seunggu Kim Moony Na Yongju Lee | 2022/7/1 |
Reducing time to discovery: materials and molecular modeling, imaging, informatics, and integration | Seungbum Hong Chi Hao Liow Jong Min Yuk Hye Ryung Byon Yongsoo Yang | 2021/2/12 | |
Wallpaper group symmetry dataset based on imageNet | Yichen Guo Joshua Agar | 2021/1 | |
Stacked generative machine learning models for fast approximations of steady-state Navier-Stokes equations | arXiv preprint arXiv:2112.06419 | Shen Wang Mehdi Nikfar Joshua C Agar Yaling Liu | 2021/12/13 |
Symmetry-aware recursive image similarity exploration for materials microscopy | npj Computational Materials | Tri NM Nguyen Yichen Guo Shuyu Qin Kylie S Frew Ruijuan Xu | 2021/10/8 |
Co-Authors
