Yongtao Liu R&D Associate Staff Contact liuy3@ornl.gov All Publications Coexistence and Interplay of Two Ferroelectric Mechanisms in Zn1-xMgxO Bayesian Conavigation: Dynamic Designing of the Material Digital Twins via Active Learning Physical discovery in representation learning via conditioning on prior knowledge Physics and chemistry from parsimonious representations: image analysis via invariant variational autoencoders AEcroscopy: A Software–Hardware Framework Empowering Microscopy Toward Automated and Autonomous Experimentation Unraveling the impact of initial choices and in-loop interventions on learning dynamics in autonomous scanning probe microscopy Designing workflows for materials characterization Perspectives and progress on wurtzite ferroelectrics: Synthesis, characterization, theory, and device applications A dynamic Bayesian optimized active recommender system for curiosity-driven partially Human-in-the-loop automated experiments Physics-informed models of domain wall dynamics as a route for autonomous domain wall design via reinforcement learning The Interplay Between Ferroelectricity and Electrochemical Reactivity on the Surface of Binary Ferroelectric AlxB1-xN Explainability and human intervention in autonomous scanning probe microscopy Stress and Curvature Effects in Layered 2D Ferroelectric CuInP2S6 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 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... Autonomous scanning probe microscopy with hypothesis learning: Exploring the physics of domain switching in ferroelectric mat... 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... Pagination Current page 1 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 & Computation Section Data NanoAnalytics Group