Yongtao Liu R&D Staff Contact LIUY3@ORNL.GOV All Publications Probe microscopy is all you need Exploring the Relationship of Microstructure and Conductivity in Metal Halide Perovskites via Active Learning-Driven Automated Scanning Probe Microscopy Learning the right channel in multimodal imaging: automated experiment in piezoresponse force microscopy Autonomous scanning probe microscopy with hypothesis learning: Exploring the physics of domain switching in ferroelectric materials Understanding the Role of Cesium on Chemical Complexity in Methylammonium-Free Metal Halide Perovskites... Automated Experiments of Local Non-Linear Behavior in Ferroelectric Materials Exploring Physics of Ferroelectric Domain Walls in Real Time: Deep Learning Enabled Scanning Probe Microscopy Photoinduced iodide repulsion and halides-demixing in layered perovskites Exploring leakage in dielectric films via automated experiments in scanning probe microscopy Experimental discovery of structure–property relationships in ferroelectric materials via active learning Hypothesis Learning in Automated Experiment: Application to Combinatorial Materials Libraries Exploring Causal Physical Mechanisms via Non-Gaussian Linear Models and Deep Kernel Learning: Applications for Ferroelectric Domain Structures Disentangling ferroelectric domain wall geometries and pathways in dynamic piezoresponse force microscopy via unsupervised machine learning Unraveling the hysteretic behavior at double cations-double halides perovskite - electrode interfaces Microstructural Evaluation of Phase Instability in Large Bandgap Metal Halide Perovskites Disentangling Ferroelectric Wall Dynamics and Identification of Pinning Mechanisms via Deep Learning Decoding the shift-invariant data: applications for band-excitation scanning probe microscopy Ferroic Halide Perovskite Optoelectronics... Observation of large Rashba spin–orbit coupling at room temperature in compositionally engineered perovskite single crystals and application in high performance photodetectors Role of Decomposition Product Ions in Hysteretic Behavior of Metal Halide Perovskite Ferroelectric and Charge Transport Properties in Strain-Engineered Two-Dimensional Lead Iodide Perovskites Strain in Metal Halide Perovskites: The Critical Role of A-Site Cation Correlating crystallographic orientation and ferroic properties of twin domains in metal halide perovskites Direct Observation of Photoinduced Ion Migration in Lead Halide Perovskites Hysteretic Ion Migration and Remanent Field in Metal Halide Perovskites Pagination First page « First Previous page ‹‹ Page 1 Current page 2 Page 3 Next page ›› Last page Last » Key Links Curriculum Vitae Google Scholar ORCID LinkedIn Organizations User Facilities Center for Nanophase Materials Sciences Theory and Computation Section Data NanoAnalytics Group
