vix.ing · top · new · best · stats · spec

Yongtao Liu

  1. RGBT Salient Object Detection: A Large-scale Dataset and Benchmark
    2020/07/07 by Zhengzheng Tu, Yan Ma, Tu, Zhengzheng +9 · 11 citations
    Computer Science · #Visual Attention and Saliency Detection
  2. 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)
  3. Bayesian Active Learning for Scanning Probe Microscopy: from Gaussian Processes to Hypothesis Learning
    2022/05/30 by Maxim Ziatdinov, Yongtao Liu, Ziatdinov, Maxim +7 · 7 citations
    Computer Science · Materials Science · #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
  4. Ferroelectricity in Hafnia Controlled via Surface Electrochemical State
    2022/07/25 by Kyle P. Kelley, Kelley, Kyle P., Anna N. Morozovska +15 · 6 citations
    Engineering · Materials Science · #FOS: Physical sciences #Ferroelectric and Negative Capacitance Devices #Ferroelectric and Piezoelectric Materials #Materials Science (cond-mat.mtrl-sci) #Semiconductor materials and devices
  5. AEcroscoPy: A software-hardware framework empowering microscopy toward automated and autonomous experimentation
    2023/12/16 by Yongtao Liu, Kevin M. Roccapriore, Liu, Yongtao +11 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Electron and X-Ray Spectroscopy Techniques #FOS: Physical sciences #Force Microscopy Techniques and Applications #Materials Science (cond-mat.mtrl-sci)
  6. 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
  7. Automated Experiments of Local Non-linear Behavior in Ferroelectric Materials
    2022/06/30 by Yongtao Liu, Liu, Yongtao, Kyle P. Kelley +17 · 4 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
  8. Coexistence and interplay of two ferroelectric mechanisms in Zn1-xMgxO
    2024/02/13 by Jonghee Yang, Anton V. Ievlev, Yang, Jonghee +17 · 5 citations
    Engineering · #FOS: Physical sciences #Gas Sensing Nanomaterials and Sensors #Materials Science (cond-mat.mtrl-sci)
  9. Physics and Chemistry from Parsimonious Representations: Image Analysis via Invariant Variational Autoencoders
    2023/03/30 by Mani Valleti, Yongtao Liu, Valleti, Mani +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Machine Learning in Materials Science #Cell Image Analysis Techniques
  10. Quantitative Electromechanical Atomic Force Microscopy
    2019/04/14 by Liam Collins, Yongtao Liu, Collins, Liam +5 · 2 citations
    Materials Science · Physics and Astronomy · #FOS: Physical sciences #Force Microscopy Techniques and Applications #Materials Science (cond-mat.mtrl-sci) #Mechanical and Optical Resonators #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Shape Memory Alloy Transformations
  11. 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)
  12. Roadmap on Deep Learning for Microscopy
    2023/03/07 by Giovanni Volpe, Carolina Wählby, Volpe, Giovanni +147 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #AI in cancer detection #Image Processing Techniques and Applications
  13. Designing Workflows for Materials Characterization
    2023/02/07 by Sergei V. Kalinin, Kalinin, Sergei V., Maxim Ziatdinov +11 · 2 citations
    Computer Science · Decision Sciences · Materials Science · #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Research Data Management Practices #Scientific Computing and Data Management
  14. Human-in-the-loop: The future of Machine Learning in Automated Electron Microscopy
    2023/10/08 by Sergei V. Kalinin, Kalinin, Sergei V., Yongtao Liu +13 · 2 citations
    Decision Sciences · Materials Science · #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Scientific Computing and Data Management #electronic engineering #information engineering
  15. Active learning in open experimental environments: selecting the right information channel(s) based on predictability in deep kernel learning
    2022/03/18 by Maxim Ziatdinov, Yongtao Liu, Ziatdinov, Maxim +3 · 2 citations
    Computer Science · Engineering · Materials Science · #Computational Drug Discovery Methods #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Statistics and Probability (physics.data-an)
  16. Building Workflows for Interactive Human in the Loop Automated Experiment (hAE) in STEM-EELS
    2024/04/10 by Utkarsh Pratiush, Kevin M. Roccapriore, Pratiush, Utkarsh +9 · 2 citations
    Materials Science · Biochemistry, Genetics and Molecular Biology · #Electron and X-Ray Spectroscopy Techniques #Machine Learning in Materials Science #Advanced Electron Microscopy Techniques and Applications
  17. The strain-induced transitions of the piezoelectric, pyroelectric and electrocaloric properties of the CuInP2S6 films
    2023/09/10 by Anna N. Morozovska, Morozovska, Anna N., Eugene А. Eliseev +13 · 2 citations
    Engineering · Materials Science · #2D Materials and Applications #Acoustic Wave Resonator Technologies #Advanced Sensor and Energy Harvesting Materials #Applied Physics (physics.app-ph) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
  18. Microscopy is All You Need
    2022/10/12 by Sergei V. Kalinin, Kalinin, Sergei V., Rama K. Vasudevan +9 · 1 citation
    Materials Science · Computer Science · Decision Sciences · #Machine Learning in Materials Science #Software Engineering Research #Scientific Computing and Data Management
  19. Disentangling ferroelectric wall dynamics and identification of pinning mechanisms via deep learning
    2021/05/15 by Yongtao Liu, Roger Proksch, Liu, Yongtao +7 · 1 citation
    Engineering · Materials Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Ferroelectric and Negative Capacitance Devices #Ferroelectric and Piezoelectric Materials #Materials Science (cond-mat.mtrl-sci) #Multiferroics and related materials
  20. Synergizing Human Expertise and AI Efficiency with Language Model for Microscopy Operation and Automated Experiment Design
    2024/01/24 by Yongtao Liu, Liu, Yongtao, Martí Checa +3 · 1 citation
    Decision Sciences · Materials Science · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #FOS: Physical sciences #Human-Computer Interaction (cs.HC) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Scientific Computing and Data Management
  21. Beyond Optimization: Exploring Novelty Discovery in Autonomous Experiments
    2025/08/27 by Ralph Bulanadi, Jawad Chowdhury, Bulanadi, Ralph +11 · 2 citations
    Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Data Mining Algorithms and Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Scientific Computing and Data Management
  22. Auto-3DPFM: Automating Polarization-Vector Mapping at the Nanoscale
    2025/12/10 by Ralph Bulanadi, Bulanadi, Ralph, Martí Checa +20 · 2 citations
    Engineering · Materials Science · #FOS: Physical sciences #Ferroelectric and Negative Capacitance Devices #Ferroelectric and Piezoelectric Materials #Materials Science (cond-mat.mtrl-sci) #Piezoelectric Actuators and Control
  23. Evolution of ferroelectric properties in SmxBi1-xFeO3 via automated Piezoresponse Force Microscopy across combinatorial spread libraries
    2024/05/14 by Aditya Raghavan, Raghavan, Aditya, Rohit Pant +15 · 1 citation
    Engineering · Materials Science · #Characterization and Applications of Magnetic Nanoparticles #FOS: Physical sciences #Ferroelectric and Piezoelectric Materials #Materials Science (cond-mat.mtrl-sci) #Multiferroics and related materials
  24. AEcroscopyWave: Towards Self-Driving Characterization Platforms for Agentic AI
    2026/07/25 by Yongtao Liu, Jawad Chowdhury, Ganesh Narasimha +8
    #cond-mat.mtrl-sci