基本信息
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职业迁徙
个人简介
We explore applications of machine learning and artificial intelligence methods in materials synthesis, discovery, and optimization. The applications include physics discovery in energy and quantum materials, atomic fabrication via electron beams and scanning probe, and mesoscopic studies of electrochemical, ferroelectric, and transport phenomena via scanning probe microscopy of materials, combinatorial libraries, and operando devices. This effort is based on the development of hyper languages for description of the experiment and characterization workflows, workflow design and optimization, and implementation of automated and autonomous experiment in scanning transmission electron microscopy and scanning probes. This work is performed with multiple collaborating groups at UTK, ORNL, and academia and industry worldwide.
研究兴趣
论文共 1341 篇作者统计合作学者相似作者
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ACTA MATERIALIA (2024)
Diana K. Lafollette,Juanita Hidalgo,Omar Allam,Jonghee Yang, Austin Shoemaker,Ruipeng Li,Barry Lai,Benjamin Lawrie,Sergei Kalinin,Carlo A. R. Perini,Mahshid Ahmadi, Seung Soon Jang,Juan-Pablo Correa-Baena
Journal of the American Chemical Society (2024)
DIGITAL DISCOVERYno. 8 (2024): 1577-1590
arXiv (Cornell University) (2024)
ACS nanono. 37 (2024): 25591-25600
Advanced materials (Deerfield Beach, Fla)no. 39 (2024): e2404925-e2404925
CoRR (2024)
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DIGITAL DISCOVERYno. 8 (2024): 1602-1611
Yu Liu,Utkarsh Pratiush,Jason Bemis,Roger Proksch,Reece Emery,Philip D Rack,Yu-Chen Liu,Jan-Chi Yang, Stanislav Udovenko,Susan Trolier-McKinstry,Sergei V Kalinin
The Review of scientific instrumentsno. 9 (2024)
Joseph Casamento,Steven M. Baksa,Drew Behrendt,Sebastian Calderon,Devin Goodling,John Hayden,Fan He,Leonard Jacques, Seung Hoon Lee, Walter Smith, Albert Suceava,Quyen Tran, Xiaojun Zheng,Rui Zu,Thomas Beechem,Ismaila Dabo,Elizabeth C. Dickey,Giovanni Esteves,Venkatraman Gopalan,Michael David Henry,Jon F. Ihlefeld,Thomas N. Jackson,Sergei V. Kalinin,Kyle P. Kelley,Yongtao Liu,Andrew M. Rappe,Joan Redwing,Susan Trolier-McKinstry,Jon-Paul Maria
APPLIED PHYSICS LETTERSno. 8 (2024)
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作者统计
#Papers: 1342
#Citation: 47987
H-Index: 103
G-Index: 169
Sociability: 8
Diversity: 0
Activity: 8
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