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Yongtao Liu

R&D Staff

Oak Ridge National Laboratory

United States

Research Interests

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Professors in United States Professors in Condensed Matter Physics Condensed Matter Physics professors in United States

Articles (20)

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Collaborators (17)

Doru C. Lupascu

Professor

Universität Duisburg-Essen

GERMANY

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Jan Schultheiß

University of Oslo

NORWAY

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Bryan Huey

Professor and Blacutt-Underwood Head

University of Connecticut

UNITED STATES

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Arpan Biswas

Research Assistant Professor

The University of Tennessee Knoxville

UNITED STATES

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Boris Slautin

University of Tennessee

UNITED STATES

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Maxim Ziatdinov

Pacific Northwest National Laboratory

UNITED STATES

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Rama Vasudevan

Group Leader

Oak Ridge National Laboratory

UNITED STATES

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Yu Liu

Assistant Professor

Northeastern University

UNITED STATES

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Philip D. Rack

Professor

University of Tennessee

UNITED STATES

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Sergei Kalinin

Weston Fulton Chair Professor

University of Tennessee

UNITED STATES

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Lianfeng Zhao

Assistant Professor

Clemson University

UNITED STATES

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Vladimir Shvartsman

associated professor

Universität Duisburg-Essen

GERMANY

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Ilia Ivanov

R&D scientist

Oak Ridge National Laboratory

UNITED STATES

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Robert Moore

Oak Ridge National Laboratory

UNITED STATES

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Sumner Harris

R&D Staff Scientist

Oak Ridge National Laboratory

UNITED STATES

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Ben Lawrie

Staff Scientist

Oak Ridge National Laboratory

UNITED STATES

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Anton Ievlev

Staff Scientist

Oak Ridge National Laboratory

UNITED STATES

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Yongtao Liu

Research Interests

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Articles (20)

Polarization Switching on the Open Surfaces of the Wurtzite Ferroelectric Nitrides: Ferroelectric Subsystems and Electrochemical Reactivity

Suppressing thermal evaporation-induced iodine outgassing and interfacial degradation in perovskite solar cells

Accelerating Structure–Property Relationship Discovery with Multimodal Machine Learning and Self-Driving Microscopy

Attention-based explainability for structure–property relationships

Beyond Scalar Objectives: Expert-Feedback-Driven Autonomous Experimentation for Scientific Discovery at the Nanoscale

Scan‐Path‐ and Initial‐State‐Dependent Superdomain Switching in (111)‐Oriented PZT

Beyond Optimization: Exploring Novelty Discovery in Autonomous Experiments

Self-Driving Scanning Probe Microscopy: From Acceleration to Discovery and Manipulation

SANE: strategic autonomous non-smooth exploration for multiple optima discovery in multi-modal and non-differentiable black-box functions

Materials discovery in combinatorial and high-throughput synthesis and processing: A new Frontier for SPM

Invariant discovery of features across multiple length scales: Applications in microscopy and autonomous materials characterization

Ferroelastic Domain-Induced Electronic Modulation in Halide Perovskites

Active oversight and quality control in standard Bayesian optimization for autonomous experiments

Curiosity driven exploration to optimize structure–property learning in microscopy

Autonomous Multistate Nanoencoding Using Combinatorial Ferroelectric Closure Domains in BiFeO3

Evolution of Ferroelectric Properties in SmxBi1–xFeO3 via Automated Piezoresponse Force Microscopy across combinatorial spread libraries

Bayesian Conavigation: Dynamic Designing of the Material Digital Twins via Active Learning

Physical discovery in representation learning via conditioning on prior knowledge

Coexistence and Interplay of Two Ferroelectric Mechanisms in Zn1‐xMgxO

Synergizing human expertise and AI efficiency with language model for microscopy operation and automated experiment design *

Collaborators (17)

Doru C. Lupascu

Jan Schultheiß

Bryan Huey

Arpan Biswas

Boris Slautin

Maxim Ziatdinov

Rama Vasudevan

Yu Liu

Philip D. Rack

Sergei Kalinin

Lianfeng Zhao

Vladimir Shvartsman

Ilia Ivanov

Robert Moore

Sumner Harris

Ben Lawrie

Anton Ievlev

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