D. Xue

发表

Active learning in materials science with emphasis on adaptive sampling using uncertainties for targeted design

Turab Lookman, Prasanna V. Balachandran, Dezhen Xue, 2019, npj Computational Materials.

Ferroelectric, elastic, piezoelectric, and dielectric properties of Ba(Ti0.7Zr0.3)O3-x(Ba0.82Ca0.18)TiO3 Pb-free ceramics

D. Xue, Ruihao Yuan, Xiangdong Ding, 2017 .

Importance of Feature Selection in Machine Learning and Adaptive Design for Materials

James Theiler, Turab Lookman, Prasanna V. Balachandran, 2018 .

Accelerated Discovery of Large Electrostrains in BaTiO3‐Based Piezoelectrics Using Active Learning

T. Lookman, P. Balachandran, D. Xue, 2018, Advanced materials.

Statistical inference and adaptive design for materials discovery

J. Hogden, T. Lookman, J. Theiler, 2017 .

Phase prediction in high entropy alloys with a rational selection of materials descriptors and machine learning models

D. Xue, Yanjing Su, Yang Bai, 2020 .

Accelerated Search for BaTiO3‐Based Ceramics with Large Energy Storage at Low Fields Using Machine Learning and Experimental Design

Yumei Zhou, Turab Lookman, Dezhen Xue, 2019, Advanced science.

Three-dimensional imaging of vortex structure in a ferroelectric nanoparticle driven by an electric field

R. Harder, T. Lookman, P. Balachandran, 2017, Nature Communications.

Accelerated discovery of high-performance piezocatalyst in BaTiO3-based ceramics via machine learning

T. Lookman, D. Xue, L. Qiao, 2022, Nano Energy.

Ambient-temperature high damping capacity in TiPd-based martensitic alloys

T. Lookman, D. Xue, X. Ren, 2015 .

Role of uncertainty estimation in accelerating materials development via active learning

T. Lookman, D. Xue, Ruihao Yuan, 2020 .

Role of cadmium on the phase transitions and electrical properties of BaTiO3 ceramics

T. Lookman, P. Balachandran, D. Xue, 2017 .

Discrete Pseudo Spin and Continuum Models for Strain Glass

T. Lookman, D. Xue, 2018 .

Magnetodielectric effect from the onset of ferrimagnetic transition in CoCr2O4

Yang Wang, D. Xue, X. Ren, 2012 .

Oxidation mechanism of refractory Molybdenum exposed to oxygen-saturated lead-bismuth eutectic at 600 °C

D. Xue, Xiangdong Ding, Jun Sun, 2021 .

Enhancement of the corrosion resistance of Molybdenum by La2O3 dispersion

Tianshu Li, D. Xue, Xiangdong Ding, 2021, Corrosion Science.

Enhanced magnetocaloric performance in manganite bilayers

T. Lookman, Q. Jia, Aiping Chen, 2020 .

Optimizing Electrocaloric Effect in Barium Titanate-based Room Temperature Ferroelectrics: Combining Landau Theory, Machine Learning and Synthesis

T. Lookman, D. Xue, Ruihao Yuan, 2022, Acta Materialia.

Structure–Curie temperature relationships in BaTiO 3 -based ferroelectric perovskites: Anomalous behavior of ( Ba , Cd ) TiO 3 from DFT, statistical inference, and experiments

T. Lookman, P. Balachandran, D. Xue, 2016 .

High pyroelectricity in lead-free 0.5Ba(Zr0.2Ti0.8)O3–0.5(Ba0.7Ca0.3)TiO3 ceramics

Z. Ye, D. Xue, W. Ren, 2012 .

The Search for BaTiO3-Based Piezoelectrics With Large Piezoelectric Coefficient Using Machine Learning

T. Lookman, D. Xue, Ruihao Yuan, 2019, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

Origin of large electrostrain in Sn4+ doped Ba(Zr0.2Ti0.8)O3-x(Ba0.7Ca0.3)TiO3 ceramics

T. Lookman, Zhen Liu, W. Cao, 2018, Acta Materialia.

Phase transitions and phase diagram of Ba(Zr0.2Ti0.8)O3-x(Ba0.7Ca0.3)TiO3 Pb-free system by anelastic measurement

T. Lookman, D. Xue, X. Ren, 2015 .

Large piezoelectric effect in Pb-free Ba(Ti,Sn)O3-x(Ba,Ca)TiO3 ceramics

D. Xue, X. Ren, Chao Zhou, 2011 .

A modified lead-free piezoelectric BZT–xBCT system with higher TC

D. Xue, X. Ren, Chao Zhou, 2010 .

Upper limit of the transition temperature of superconducting materials

Yang Liu, D. Xue, Jie Yuan, 2022, Patterns.

Dielectric Properties’ Synergy of Stretched P(VDF-HFP) and P(VDF-HFP)/PMMA Blends Creates Ultrahigh Capacitive Energy Density in All-Organic Dielectric Films

D. Xue, Jiping Wang, Lixue Zhang, 2022, ACS Applied Energy Materials.

Enhanced Energy-Storage Density by Reversible Domain Switching in Acceptor-Doped Ferroelectrics

T. Lookman, D. Xue, D. Xue, 2020, 2008.05249.

Flexoelectricity in compositionally graded Ba1−xSrxTiO3 ceramics

D. Xue, Q. Deng, X. Wen, 2021, Journal of Applied Physics.

Microstructure at morphotropic phase boundary in Pb(Mg1/3Nb2/3)O3-PbTiO3 ceramic: Coexistence of nano-scaled {110}-type rhombohedral twin and {110}-type tetragonal twin

Haijun Wu, Sen-Yue Yang, D. Xue, 2012 .

Phase transitions and the piezoelectricity around morphotropic phase boundary in Ba(Zr0.2Ti0.8)O3-x(Ba0.7Ca0.3)TiO3 lead-free solid solution

M. Zhang, X. Lou, D. Xue, 2014 .

Improved stability of superelasticity and elastocaloric effect in Ti-Ni alloys by suppressing Lüders-like deformation under tensile load

T. Lookman, D. Xue, Xiangdong Ding, 2022, Journal of Materials Science & Technology.

Low-fatigue and large room-temperature elastocaloric effect in a bulk Ti49.2Ni40.8Cu10 alloy

T. Lookman, D. Xue, Xiangdong Ding, 2022, Acta Materialia.

Low-Fatigue and Large Room-Temperature Elastocaloric Effect in a Bulk Ti 49.2Ni 40.8Cu 10 Alloy

T. Lookman, D. Xue, Yumei Zhou, 2021, SSRN Electronic Journal.

Sandwichlike strain glass phase diagram of Ti 49 Ni 51 -x Pd x

D. Xue, X. Ren, Xiangdong Ding, 2016 .

Elastic, piezoelectric, and dielectric properties of Ba(Zr0.2Ti0.8)O3- 50(Ba0.7Ca0.3)TiO3 Pb-free ceramic at the morphotropic phase boundary

D. Xue, X. Ren, Chao Zhou, 2011 .

Achieving Stable Actuation Response and Elastocaloric Effect in a Nanocrystalline Ti 50Ni 40Cu 10 Alloy

T. Lookman, D. Xue, Xiangdong Ding, 2023, SSRN Electronic Journal.

Impact of the volume change on the ageing effects in Cu–Al–Ni martensite: experiment and theory

D. Xue, X. Ren, Xiangdong Ding, 2013, Journal of physics. Condensed matter : an Institute of Physics journal.

In situ observation of thermally activated domain memory and polarization memory in an aged K + -doped (Ba, Sr)TiO3 single crystal

D. Xue, X. Ren, Lixue Zhang, 2011, Journal of physics. Condensed matter : an Institute of Physics journal.

A quantitative model for stabilization effect induced by ferroelectric aging

D. Xue, X. Ren, Sen Yang, 2011 .

Control of Ferroelectric Aging by Manipulating Point Defects

D. Xue, X. Ren, Chao Zhou, 2010 .

Aging-induced two-step ferroelectric-to-paraelectric transition in acceptor-doped ferroelectrics

D. Xue, X. Ren, Chao Zhou, 2010 .

Aging effect in paraelectric state of ferroelectrics: Implication for a microscopic explanation of ferroelectric deaging

D. Xue, X. Ren, Chao Zhou, 2009 .

Effect of Ti/Ni and Hf/Zr ratio on the martensitic transformation behavior and shape memory effect of TiNiHfZr alloys

D. Xue, Xiangdong Ding, Yumei Zhou, 2021 .

Optimal experimental design for materials discovery

Edward R. Dougherty, Mohammadmahdi R. Yousefi, Roozbeh Dehghannasiri, 2017 .

Recent Progress on BaTiO3-Based Piezoelectric Ceramics for Actuator Applications

D. Xue, X. Ren, Wenfeng Liu, 2017 .

The transitions from glassy state to long‐range‐ordered state in ferroic glasses

D. Xue, X. Ren, Xiangdong Ding, 2014 .

Tailoring thermal expansion coefficient from positive through zero to negative in the compositional crossover alloy Ti50(Pd40Cr10) by uniaxial tensile stress

D. Xue, Ruihao Yuan, X. Ren, 2021 .

Machine learning assisted multi-objective optimization for materials processing parameters: A case study in Mg alloy

Chen Yifei, Jun Sun, Yumei Zhou, 2020, Journal of Alloys and Compounds.

Phase transitions and phase diagram of Ba ( Zr 0 . 2 Ti 0 . 8 ) O 3x ( Ba 0 . 7 Ca 0 . 3 ) TiO 3 Pb-free system by anelastic measurement

T. Lookman, D. Xue, X. Ren, 2015 .

Symmetry determination on Pb-free piezoceramic 0.5Ba(Zr0.2Ti0.8)O3-0.5(Ba0.7Ca0.3)TiO3 using convergent beam electron diffraction method

D. Xue, X. Ren, Lixue Zhang, 2014 .

Microstructure basis for strong piezoelectricity in Pb-free Ba(Zr0.2Ti0.8)O3-(Ba0.7Ca0.3)TiO3 ceramics

Haijun Wu, D. Xue, X. Ren, 2011 .

Enhanced electrocaloric effect in BaSn/TiO3 ceramics by addition of CuO

T. Lookman, Xihong Hao, X. Lou, 2021 .

A property-oriented design strategy for high performance copper alloys via machine learning

Lei Jiang, Jianxin Xie, Huadong Fu, 2019, npj Computational Materials.

Triple-point-type morphotropic phase boundary based large piezoelectric Pb-free material—Ba(Ti0.8Hf0.2)O3-(Ba0.7Ca0.3)TiO3

D. Xue, X. Ren, Chao Zhou, 2012 .

Efficient estimation of material property curves and surfaces via active learning

T. Lookman, D. Xue, Ruihao Yuan, 2020, 2010.06896.

Machine learning assisted design of high entropy alloys with desired property

Turab Lookman, Dezhen Xue, Yanjing Su, 2019, Acta Materialia.

Machine learning assisted design of γ′-strengthened Co-base superalloys with multi-performance optimization

D. Xue, Yanjing Su, Houwen Chen, 2020, npj Computational Materials.

Accelerated search for materials with targeted properties by adaptive design

James Theiler, Turab Lookman, Prasanna V. Balachandran, 2016, Nature Communications.

Modeling solid solution strengthening in high entropy alloys using machine learning

T. Lookman, D. Xue, Yanjing Su, 2021 .

Efficient sampling for decision making in materials discovery

Turab Lookman, Dezhen Xue, Yuan Tian, 2021, Chinese Physics B.

High damping capacity in a wide ambient-temperature range in hydrogen-doped and hydrogen-free Ti–45Pd–5Cr martensitic alloy

D. Xue, X. Ren, Xiangdong Ding, 2009 .

An informatics approach to transformation temperatures of NiTi-based shape memory alloys

Jun Sun, Yumei Zhou, Turab Lookman, 2017 .

Mechanical relaxation and freezing in the room temperature strain glass alloy Ti50(Pd40Cr10)

T. Lookman, D. Xue, X. Ren, 2018, Journal of physics. Condensed matter : an Institute of Physics journal.

Damping and transformation behaviors of Ti 50 (Pd 50−x Cr x ) shape memory alloys with x ranging from 4.0 to 5.0

D. Xue, Ruihao Yuan, Xiangdong Ding, 2018, Current Applied Physics.

High temperature strain glass transition in defect doped Ti–Pd martensitic alloys

D. Xue, X. Ren, Xiangdong Ding, 2014 .

Martensite aging effects on the dynamic properties of Au–Cd shape memory alloys: Characteristics and modeling

D. Xue, X. Ren, Xiangdong Ding, 2011 .

Dislocation induced strain glass in Ti50Ni45Fe5 alloy

D. Xue, X. Ren, Xiangdong Ding, 2016 .

High temperature strain glass in Ti50(Pd50−xCrx) alloy and the associated shape memory effect and superelasticity

D. Xue, X. Ren, Xiangdong Ding, 2009 .

Direct evidence for local symmetry breaking during a strain glass transition.

D. Xue, X. Ren, Xiangdong Ding, 2014, Physical review letters.

Strain glass in doped Ti50(Ni50−xDx) (D = Co, Cr, Mn) alloys: Implication for the generality of strain glass in defect-containing ferroelastic systems

Yu Wang, Dong Wang, Jun Sun, 2010 .

Doping Effects of Point Defects in Shape Memory Alloys

T. Lookman, D. Xue, Ruihao Yuan, 2018, Acta Materialia.

Ferroic glasses

Yunzhi Wang, D. Xue, X. Ren, 2017, npj Computational Materials.

Strain Glass as a Novel Multi-functional Material

D. Xue, X. Ren, Dong Wang, 2014 .

Tailoring Grain Size and Precipitation via Aging for Improved Elastocaloric Stability in a Cold-Rolled (Ni,Cu)-Rich Ti–Ni–Cu Alloy

T. Lookman, D. Xue, Xiangdong Ding, 2023, Shape Memory and Superelasticity.

Temperature-field history dependence of the elastocaloric effect for a strain glass alloy

T. Lookman, D. Xue, Ruihao Yuan, 2021, Journal of Materials Science & Technology.

Low-Field-Triggered Large Magnetostriction in Iron-Palladium Strain Glass Alloys.

Xiaolian Liu, D. Xue, X. Ren, 2017, Physical review letters.

Design of High Temperature Ti-Pd-Cr Shape Memory Alloys with Small Thermal Hysteresis

Jun Sun, Yumei Zhou, Guojun Zhang, 2016, Scientific Reports.

Learning from Superelasticity Data to Search for Ti-Ni Alloys with Large Elastocaloric Effect

T. Lookman, D. Xue, Xiangdong Ding, 2021, SSRN Electronic Journal.

Bayesian Global Optimization applied to the design of shape-memory alloys

Yuan Tian, Turab Lookman, Dezhen Xue, 2020 .

Multi-objective Optimization for Materials Discovery via Adaptive Design

T. Lookman, P. Balachandran, D. Xue, 2018, Scientific Reports.

Adaptive Strategies for Materials Design using Uncertainties

James Theiler, Turab Lookman, Prasanna V. Balachandran, 2016, Scientific Reports.

Enhanced magnetism in lightly doped manganite heterostructures: strain or stoichiometry?

T. Lookman, S. Pennycook, Aiping Chen, 2019, Nanoscale.

A knowledge-based descriptor for the compositional dependence of the phase transition in BaTiO3-based ferroelectrics.

T. Lookman, D. Xue, Ruihao Yuan, 2020, ACS applied materials & interfaces.

Machine Learning Magnetic Parameters from Spin Configurations

D. Xue, Yin Zhang, Xiaoping Song, 2019, Advanced science.

On glassy behavior in ferroics

T. Lookman, D. Xue, H. Zong, 2014 .

Adaptive ferroelectric state at morphotropic phase boundary: Coexisting tetragonal and rhombohedral phases

T. Lookman, Haijun Wu, D. Xue, 2014 .

Anisotropic avalanche dynamics during ferroelectric switching in BaTiO3 and 0.7Pb(Mg2/3Nb1/3)O3–0.3PbTiO3

E. Salje, D. Xue, Xiangdong Ding, 2020 .

History dependence of avalanche dynamics of ferroelectric phase transition in BaTiO3 under external bias field

Yu Wang, T. Lookman, D. Xue, 2023, Applied Physics Letters.

Avalanches during ferroelectric and ferroelastic switching in barium titanate ceramics

T. Lookman, D. Xue, Xiangdong Ding, 2022, Physical Review Materials.

Machine learning identified materials descriptors for ferroelectricity

D. Xue, Yanjing Su, L. Qiao, 2021 .

Avalanche dynamics of ferroelectric phase transitions in BaTiO3 and 0.7Pb(Mg2∕3Nb1∕3)O3-0.3PbTiO3 single crystals

E. Salje, D. Xue, Xiangdong Ding, 2019, Applied Physics Letters.

Material descriptors for morphotropic phase boundary curvature in lead-free piezoelectrics

Jun Sun, Yumei Zhou, Turab Lookman, 2017 .

Modeling the paraelectric aging effect in the acceptor doped perovskite ferroelectrics: role of oxygen vacancy

D. Xue, X. Ren, Xiangdong Ding, 2013, Journal of physics. Condensed matter : an Institute of Physics journal.

Boson-peak-like anomaly caused by transverse phonon softening in strain glass

Wei-Hua Wang, Y. Sun, D. Xue, 2020, Nature Communications.

Strain Glass in Ti 50-x-yNi 50+yNb x Alloys Exhibiting a Boson Peak Glassy Anomaly

D. Xue, H. Zong, X. Ding, 2022, SSRN Electronic Journal.

Acoustic emission study on avalanche dynamics of ferroelectric switching in lead zirconate titanate ceramics

T. Lookman, D. Xue, Xiangdong Ding, 2022, Journal of Applied Physics.

Time-dependent ferroelectric transition in Pb(1−x)(Zr0.4Ti0.6)(1−x/4)O3 − xLa system

Haijun Wu, D. Xue, X. Ren, 2013 .

Determining Multi‐Component Phase Diagrams with Desired Characteristics Using Active Learning

Yumei Zhou, Yunfan Wang, Turab Lookman, 2020, Advanced science.

Accelerated search for BaTiO3-based piezoelectrics with vertical morphotropic phase boundary using Bayesian learning

Xiaoning Qian, Edward R Dougherty, Turab Lookman, 2016, Proceedings of the National Academy of Sciences.

Machine Learning Assisted Predictions of Multi-Component Phase Diagrams and Fine Boundary Information

T. Lookman, D. Xue, L. Qiao, 2022, SSRN Electronic Journal.

Enhanced Piezoelectric Response at Nanoscale Vortex Structures in Ferroelectrics.

R. Harder, T. Lookman, I. Ponomareva, 2023, ACS applied materials & interfaces.

Three-dimensional imaging of vortex structure in a ferroelectric nanoparticle driven by an electric field

R. Harder, T. Lookman, P. Balachandran, 2017, Nature Communications.

Machine Learning for Materials Research and Development

D. Xue, Huadong Fu, Haiyou Huang, 2021 .

Machine Learning-Enabled Superior Energy Storage in Ferroelectric Films with a Slush-Like Polar State.

D. Xue, J. Lebeau, S. Zhuang, 2023, Nano letters.

A Perspective on Materials Informatics: State-of-the-Art and Challenges

James Theiler, Kipton Barros, James E. Gubernatis, 2016 .

Nonthermoelastic martensitic features in ideal martensites due to volume effects

T. Lookman, D. Xue, Xiangdong Ding, 2023, Physical Review B.

Machine learning combined with feature engineering to search for BaTiO3 based ceramics with large piezoelectric constant

D. Xue, Ruihao Yuan, D. Xue, 2022, Journal of Alloys and Compounds.

Cryogenic superelasticity and elastocaloric effect in a nanostructured Ti-Ni-Co alloy

D. Xue, Xiangdong Ding, Yumei Zhou, 2023, Scripta Materialia.

Aging and deaging effects in shape memory alloys

T. Lookman, D. Xue, X. Ren, 2012 .

Multi‐objective optimization and its application in materials science

T. Lookman, D. Xue, Bofeng Shi, 2023, Materials Genome Engineering Advances.

Development of Key Technologies for Intelligent Research and Development of New Materials

Hong Wang, Ming Yang, D. Xue, 2023, Chinese Journal of Engineering Science.

Elastic, piezoelectric, and dielectric properties of Ba(Zr0.2Ti0.8)O3- 50(Ba0.7Ca0.3)TiO3 Pb-free ceramic at the morphotropic phase boundary

D. Xue, X. Ren, Chao Zhou, 2011 .