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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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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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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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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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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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Electronic and plasmonic phenomena at nonstoichiometric grain boundaries in metallic SrNbO3

Nanoscale, 2020-03, Vol.12 (12), p.6844-6851

2020

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Damping and transformation behaviors of Ti50(Pd50−xCrx) shape memory alloys with x ranging from 4.0 to 5.0

Current Applied Physics, 2018, 18(7), , pp.847-852

2018

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Atomic Origin of Interface‐Dependent Oxygen Migration by Electrochemical Gating at the LaAlO3–SrTiO3 Heterointerface

Advanced science, 2020-08, Vol.7 (15), p.2000729-n/a

2020

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

Journal of alloys and compounds, 2022-07, Vol.908, p.164468, Article 164468

2022

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Low hysteresis and high cyclic stability in a Ti50Ni45.2Cu1Fe3.8 shape memory alloy

Journal of alloys and compounds, 2023-09, Vol.955, p.170188, Article 170188

2023

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Ultra-strength of Ti films via (002) texture optimization and nanocolumnar strengthening

Materials science & engineering. A, Structural materials : properties, microstructure and processing, 2024-03, Vol.895, p.146263, Article 146263

2024

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

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2019-02, Vol.66 (2), p.394-401

2019

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Knowledge-Based Descriptor for the Compositional Dependence of the Phase Transition in BaTiO3‑Based Ferroelectrics

ACS applied materials & interfaces, 2020-10, Vol.12 (40), p.44970-44980

2020

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Knowledge-Based Descriptor for the Compositional Dependence of the Phase Transition in BaTiO 3 -Based Ferroelectrics

ACS applied materials & interfaces, 2020-10, Vol.12 (40), p.44970-44980

2020

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The effect of aging on the B2-R transformation behaviors in Ti-51at%Ni alloy

Intermetallics, 2011-11, Vol.19 (11), p.1752-1758

2011

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Percolated Strain Networks and Universal Scaling Properties of Strain Glasses

Physical review letters, 2019-07, Vol.123 (1), p.015701-015701, Article 015701

2019

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

Journal of materials science & technology, 2022-03, Vol.103, p.8-14

2022

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

Scientific reports, 2016-06, Vol.6 (1), p.28244-28244, Article 28244

2016

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Disentangling the effect of doping chemistry on the energy storage properties of barium titanate ferroelectrics using data science tools

Journal of materials chemistry. C, Materials for optical and electronic devices, 2022-03, Vol.10 (10), p.3804-3811

2022

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

Nanoscale, 2019-04, Vol.11 (15), p.7364-7370

2019

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

Nano letters, 2023-06, Vol.23 (11), p.4807-4814

2023

Volltextzugriff (PDF)

The Search for BaTiO 3 -Based Piezoelectrics With Large Piezoelectric Coefficient Using Machine Learning

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2019-02, Vol.66 (2), p.394-401

2019

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Defect-controlled electrocaloric effect in PbZrO3 thin films

Journal of materials chemistry. C, Materials for optical and electronic devices, 2018, Vol.6 (38), p.10332-10340

2018

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Electronic and plasmonic phenomena at nonstoichiometric grain boundaries in metallic SrNbO

Nanoscale, 2020-03, Vol.12 (12), p.6844-6851

2020

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

Physical review applied, 2021-03, Vol.15 (3), Article 034061

2021

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Accelerated search for materials with targeted properties by adaptive design

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

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

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

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

Electronic and plasmonic phenomena at nonstoichiometric grain boundaries in metallic SrNbO3

Damping and transformation behaviors of Ti50(Pd50−xCrx) shape memory alloys with x ranging from 4.0 to 5.0

Atomic Origin of Interface‐Dependent Oxygen Migration by Electrochemical Gating at the LaAlO3–SrTiO3 Heterointerface

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

Low hysteresis and high cyclic stability in a Ti50Ni45.2Cu1Fe3.8 shape memory alloy

Ultra-strength of Ti films via (002) texture optimization and nanocolumnar strengthening

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

Knowledge-Based Descriptor for the Compositional Dependence of the Phase Transition in BaTiO3‑Based Ferroelectrics

Knowledge-Based Descriptor for the Compositional Dependence of the Phase Transition in BaTiO 3 -Based Ferroelectrics

The effect of aging on the B2-R transformation behaviors in Ti-51at%Ni alloy

Percolated Strain Networks and Universal Scaling Properties of Strain Glasses

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

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

Disentangling the effect of doping chemistry on the energy storage properties of barium titanate ferroelectrics using data science tools

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

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

The Search for BaTiO 3 -Based Piezoelectrics With Large Piezoelectric Coefficient Using Machine Learning

Defect-controlled electrocaloric effect in PbZrO3 thin films

Electronic and plasmonic phenomena at nonstoichiometric grain boundaries in metallic SrNbO

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

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