Yongtao Liu R&D Staff Contact LIUY3@ORNL.GOV All Publications Active oversight and quality control in standard Bayesian optimization for autonomous experiments... Shaping the Future of Self-Driving Autonomous Laboratories Workshop... Tailoring Molecular Space to Navigate Phase Complexity in Cs-Based Quasi-2D Perovskites via Gated-Gaussian-Driven High-Throughput Discovery On-demand nanoengineering of in-plane ferroelectric topologies Evolution of Ferroelectric Properties in SmxBi1–xFeO3 via Automated Piezoresponse Force Microscopy across combinatorial spread libraries Physical discovery in representation learning via conditioning on prior knowledge... Physics and chemistry from parsimonious representations: image analysis via invariant variational autoencoders... Coexistence and Interplay of Two Ferroelectric Mechanisms in Zn1-xMgxO Bayesian Conavigation: Dynamic Designing of the Material Digital Twins via Active Learning Synergizing human expertise and AI efficiency with language model for microscopy operation and automated experiment design 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 Bending-induced isostructural transitions in ultrathin layers of van der Waals ferrielectrics Explainability and human intervention in autonomous scanning probe microscopy High field dielectric response in κ-Ga2O3 films Stress and Curvature Effects in Layered 2D Ferroelectric CuInP2S6 The Interplay Between Ferroelectricity and Electrochemical Reactivity on the Surface of Binary Ferroelectric AlxB1-xN Ferroelectricity in hafnia controlled via surface electrochemical state A Multi-Objective Bayesian Optimized Human Assessed Multi-Target Generated Spectral Recommender System for Rapid Pareto Discoveries of Material Properties Unsupervised machine learning discovery of structural units and transformation pathways from imaging data Disentangling Electronic Transport and Hysteresis at Individual Grain Boundaries in Hybrid Perovskites via Automated Scanning Probe Microscopy 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 and Computation Section Data NanoAnalytics Group
