Funakubo, Hiroshi
- Experimental discovery of structure-property relationships in ferroelectric materials via active learning
2021/08/13 by Yongtao Liu, Liu, Yongtao, Kyle P. Kelley +9 · 7 citations
Materials Science · Physics and Astronomy · #FOS: Physical sciences #Ferroelectric and Piezoelectric Materials #Force Microscopy Techniques and Applications #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Exploring Physics of Ferroelectric Domain Walls in Real Time: Deep Learning Enabled Scanning Probe Microscopy
2022/06/23 by Yongtao Liu, Kyle P. Kelley, Liu, Yongtao +7 · 5 citations
Engineering · #Electrical and Bioimpedance Tomography #Photoacoustic and Ultrasonic Imaging #Non-Destructive Testing Techniques
- Automated Experiments of Local Non-linear Behavior in Ferroelectric Materials
2022/06/30 by Yongtao Liu, Liu, Yongtao, Kyle P. Kelley +17 · 5 citations
Engineering · Physics and Astronomy · #FOS: Physical sciences #Force Microscopy Techniques and Applications #Materials Science (cond-mat.mtrl-sci) #Structural Health Monitoring Techniques #Ultrasonics and Acoustic Wave Propagation
- Autonomous Experiments in Scanning Probe Microscopy and Spectroscopy: Choosing Where to Explore Polarization Dynamics in Ferroelectrics
2020/11/25 by Vasudevan, Rama K., Kelley, Kyle, Hinkle, Jacob +4 · 2 citations
#Data Analysis #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Statistics and Probability (physics.data-an)
- Scientific Exploration with Expert Knowledge (SEEK) in Autonomous Scanning Probe Microscopy with Active Learning
2024/08/04 by Utkarsh Pratiush, Pratiush, Utkarsh, Hiroshi Funakubo +7 · 5 citations
Engineering · Physics and Astronomy · #Advanced Materials Characterization Techniques #Advanced Surface Polishing Techniques #Applied Physics (physics.app-ph) #FOS: Physical sciences #Force Microscopy Techniques and Applications #Materials Science (cond-mat.mtrl-sci)
- Learning the right channel in multimodal imaging: automated experiment in Piezoresponse Force Microscopy
2022/07/07 by Liu, Yongtao, Vasudevan, Rama K., Kelley, Kyle P. +3 · 2 citations
#FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Materials Science (cond-mat.mtrl-sci)
- Band excitation piezo-response spectroscopy (BEPS) data on lead titanate (PTO) samples.
2025/04/28 by Aditya Vatsavai, Vatsavai, Aditya, G. Narasimha +13 · 2 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Model Reduction and Neural Networks
- Polarization switching on the open surfaces of the wurtzite ferroelectric nitrides: ferroelectric subsystems and electrochemical reactivity
2025/06/17 by Yongtao Liu, Anton V. Ievlev, Liu, Yongtao +13 · 2 citations
Engineering · Materials Science · #Acoustic Wave Resonator Technologies #FOS: Physical sciences #Ferroelectric and Piezoelectric Materials #Materials Science (cond-mat.mtrl-sci) #Solid-state spectroscopy and crystallography