Yongtao Liu R&D Associate Staff Contact liuy3@ornl.gov All Publications Designing workflows for materials characterization Perspectives and progress on wurtzite ferroelectrics: Synthesis, characterization, theory, and device applications Explainability and human intervention in autonomous scanning probe microscopy Stress and Curvature Effects in Layered 2D Ferroelectric CuInP2S6 The Interplay Between Ferroelectricity and Electrochemical Reactivity on the Surface of Binary Ferroelectric AlxB1-xN A Multi-Objective Bayesian Optimized Human Assessed Multi-Target Generated Spectral Recommender System for Rapid Pareto Discoveries of Material Properties Probe microscopy is all you need Disentangling Electronic Transport and Hysteresis at Individual Grain Boundaries in Hybrid Perovskites via Automated Scanning Probe Microscopy Autonomous scanning probe microscopy with hypothesis learning: Exploring the physics of domain switching in ferroelectric mat... Exploring the Relationship of Microstructure and Conductivity in Metal Halide Perovskites via Active Learning-Driven Automate... Learning the right channel in multimodal imaging: automated experiment in piezoresponse force microscopy... 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 ... Disentangling ferroelectric domain wall geometries and pathways in dynamic piezoresponse force microscopy via unsupervised ma... 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... Observation of large Rashba spin–orbit coupling at room temperature in compositionally engineered perovskite single crystal... Pagination Current page 1 Page 2 Next page ›› Last page Last » Key Links Curriculum Vitae ORCID Google Scholar Organizations User Facilities Center for Nanophase Materials Sciences Theory & Computation Section Data NanoAnalytics Group Nanomaterials Characterization Section
