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

Advanced materials (Weinheim), 2018-02, Vol.30 (7), p.n/a

2018

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Accelerated search for materials with targeted properties by adaptive design

Nature communications, 2016-04, Vol.7 (1), p.11241-11241, Article 11241

2016

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

npj computational materials, 2019-02, Vol.5 (1), Article 21

2019

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

Acta materialia, 2017-02, Vol.125 (C), p.532-541

2017

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Adaptive Strategies for Materials Design using Uncertainties

Scientific reports, 2016-01, Vol.6 (1), p.19660-19660, Article 19660

2016

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Role of uncertainty estimation in accelerating materials development via active learning

Journal of applied physics, 2020-07, Vol.128 (1)

2020

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

npj computational materials, 2019-08, Vol.5 (1), p.1-8, Article 87

2019

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Recent Progress on BaTiO3-Based Piezoelectric Ceramics for Actuator Applications

Actuators, 2017-09, Vol.6 (3), p.24

2017

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Multi-objective Optimization for Materials Discovery via Adaptive Design

Scientific reports, 2018-02, Vol.8 (1), p.3738-12, Article 3738

2018

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

Applied physics letters, 2011-09, Vol.99 (12)

2011

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Dislocation induced strain glass in Ti50Ni45Fe5 alloy

Acta materialia, 2016-11, Vol.120, p.130-137

2016

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

Journal of physics. D, Applied physics, 2010-11, Vol.43 (46), p.465401

2010

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

Materials science & engineering. A, Structural materials : properties, microstructure and processing, 2021-03, Vol.807, p.140850, Article 140850

2021

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

Applied physics letters, 2020-10, Vol.117 (17)

2020

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Enhanced magnetocaloric performance in manganite bilayers

Journal of applied physics, 2020-04, Vol.127 (15)

2020

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

Applied physics letters, 2014-10, Vol.105 (16)

2014

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

Acta materialia, 2014-06, Vol.71, p.176-184

2014

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Multi-doping effect on the martensitic transformation behavior of shape memory alloys

Applied physics letters, 2024-07, Vol.125 (4)

2024

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Efficient roller-driven elastocaloric refrigerator

Nature communications, 2024-08, Vol.15 (1), p.7203-10

2024

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

Applied physics letters, 2011-08, Vol.99 (9)

2011

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

Journal of applied physics, 2017-07, Vol.122 (4)

2017

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

npj computational materials, 2020-05, Vol.6 (1), Article 62

2020

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

Advanced science, 2019-11, Vol.6 (21), p.1901395-n/a

2019

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

Journal of applied physics, 2022-12, Vol.132 (22)

2022

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

Applied physics letters, 2023-01, Vol.122 (2)

2023

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

Accelerated search for materials with targeted properties by adaptive design

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

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

Adaptive Strategies for Materials Design using Uncertainties

Role of uncertainty estimation in accelerating materials development via active learning

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

Recent Progress on BaTiO3-Based Piezoelectric Ceramics for Actuator Applications

Multi-objective Optimization for Materials Discovery via Adaptive Design

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

Dislocation induced strain glass in Ti50Ni45Fe5 alloy

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

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

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

Enhanced magnetocaloric performance in manganite bilayers

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

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

Multi-doping effect on the martensitic transformation behavior of shape memory alloys

Efficient roller-driven elastocaloric refrigerator

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

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

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

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

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

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

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