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Machine learning assisted composition effective design for precipitation strengthened copper alloys

Acta materialia, 2021-08, Vol.215, p.117118, Article 117118

2021

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Dramatically Enhanced Combination of Ultimate Tensile Strength and Electric Conductivity of Alloys via Machine Learning Screening

Acta materialia, 2020-11, Vol.200, p.803-810

2020

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Effect of rolling and aging processes on microstructure and properties of Cu-Cr-Zr alloy

Materials science & engineering. A, Structural materials : properties, microstructure and processing, 2017-07, Vol.700, p.107-115

2017

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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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A general and transferable deep learning framework for predicting phase formation in materials

npj computational materials, 2021-01, Vol.7 (1), p.1-10, Article 10

2021

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Enhancement of the interlaminar performance of silica/phenolic laminates after high-temperature pyrolysis using a boron carbide/silicon carbide fibre z-pin

Materials & design, 2022-07, Vol.219, p.110770, Article 110770

2022

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Enhanced Mechanical and Electrical Properties of a Cu-Ni-Si Alloy by Thermo-mechanical Processing

Metallurgical and materials transactions. A, Physical metallurgy and materials science, 2020-01, Vol.51 (1), p.331-341

2020

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Thermal Stability, Mechanical Properties and Ceramization Mechanism of Epoxy Resin/Kaolin/Quartz Fiber Ceramifiable Composites

Polymers, 2022-08, Vol.14 (16), p.3372

2022

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Design of low-alloying and high-performance solid solution-strengthened copper alloys with element substitution for sustainable development

International journal of minerals, metallurgy and materials, 2024-05, Vol.31 (5), p.826-832

2024

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Thermal oxidation and compressive failure behavior of ZrSi2–B4C modified phenolic resin-based composite

Polymer testing, 2023-08, Vol.125, p.108128, Article 108128

2023

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Recent progress in the machine learning-assisted rational design of alloys

International journal of minerals, metallurgy and materials, 2022-04, Vol.29 (4), p.635-644

2022

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Microstructure and properties evolution of in-situ fiber-reinforced Ag−Cu−Ni−Ce alloy during deformation and heat treatment

International journal of minerals, metallurgy and materials, 2022-11, Vol.29 (11), p.2000-2011

2022

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Enhanced mechanical properties of polycrystalline Cu–Al–Ni alloy through grain boundary orientation and composition control

Materials science & engineering. A, Structural materials : properties, microstructure and processing, 2016-01, Vol.650, p.218-224

2016

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Effects of grain orientation and precipitates on the superelasticity in directionally solidified FeNiCoAlTaB shape memory alloy

Journal of alloys and compounds, 2016-11, Vol.684, p.556-563

2016

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Deformation behavior and creep properties of Co-Al-W-based superalloys: A review

Progress in natural science, 2021-10, Vol.31 (5), p.641-648

2021

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Effect of quench cooling rate on residual stress, microstructure and mechanical property of an Fe–6.5Si alloy

Materials science & engineering. A, Structural materials : properties, microstructure and processing, 2011-12, Vol.530, p.519-524

2011

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Microstructure Evolution of Multicomponent γ′-Strengthened Co-Based Superalloy at 750 °C and 1000 °C with Different Al and Ti Contents

Metallurgical and materials transactions. A, Physical metallurgy and materials science, 2020-04, Vol.51 (4), p.1755-1770

2020

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Deformation twinning feature and its effects on significant enhancement of tensile ductility in columnar-grained Fe–6.5wt.%Si alloy at intermediate temperatures

Intermetallics, 2012-04, Vol.23, p.20-26

2012

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A rapid and effective method for alloy materials design via sample data transfer machine learning

npj computational materials, 2023-02, Vol.9 (1), p.26-12, Article 26

2023

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Grain size control method for enhancing high-temperature durability of Al–Cu–Mg–Ag alloy

Journal of materials research and technology, 2024-05, Vol.30, p.9425-9435

2024

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The Effect of Heat Treatment on the Microstructure and Mechanical Properties of Powder Metallurgy Ti-48Al Alloy

Metals (Basel ), 2024-06, Vol.14 (6), p.661

2024

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Effect of Electrode Materials on AlN-Based Bipolar and Complementary Resistive Switching

ACS applied materials & interfaces, 2013-03, Vol.5 (5), p.1793-1799

2013

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Phase field simulation of microstructure evolution and process optimization during homogenization of additively manufactured Inconel 718 alloy

Frontiers in materials, 2022-12, Vol.9

2022

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Effects of deformation temperature on the microstructure, ordering and mechanical properties of Fe―6.5 wt% Si alloy with columnar grains

Materials science & engineering. A, Structural materials : properties, microstructure and processing, 2014-01, Vol.594, p.111-117

2014

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Deformation twinning in an Fe-6.5 wt.% Si alloy with columnar grains during intermediate temperature compression

Materials science & engineering. A, Structural materials : properties, microstructure and processing, 2012-03, Vol.538, p.315-319

2012

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Machine learning assisted composition effective design for precipitation strengthened copper alloys

Dramatically Enhanced Combination of Ultimate Tensile Strength and Electric Conductivity of Alloys via Machine Learning Screening

Effect of rolling and aging processes on microstructure and properties of Cu-Cr-Zr alloy

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

A general and transferable deep learning framework for predicting phase formation in materials

Enhancement of the interlaminar performance of silica/phenolic laminates after high-temperature pyrolysis using a boron carbide/silicon carbide fibre z-pin

Enhanced Mechanical and Electrical Properties of a Cu-Ni-Si Alloy by Thermo-mechanical Processing

Thermal Stability, Mechanical Properties and Ceramization Mechanism of Epoxy Resin/Kaolin/Quartz Fiber Ceramifiable Composites

Design of low-alloying and high-performance solid solution-strengthened copper alloys with element substitution for sustainable development

Thermal oxidation and compressive failure behavior of ZrSi2–B4C modified phenolic resin-based composite

Recent progress in the machine learning-assisted rational design of alloys

Microstructure and properties evolution of in-situ fiber-reinforced Ag−Cu−Ni−Ce alloy during deformation and heat treatment

Enhanced mechanical properties of polycrystalline Cu–Al–Ni alloy through grain boundary orientation and composition control

Effects of grain orientation and precipitates on the superelasticity in directionally solidified FeNiCoAlTaB shape memory alloy

Deformation behavior and creep properties of Co-Al-W-based superalloys: A review

Effect of quench cooling rate on residual stress, microstructure and mechanical property of an Fe–6.5Si alloy

Microstructure Evolution of Multicomponent γ′-Strengthened Co-Based Superalloy at 750 °C and 1000 °C with Different Al and Ti Contents

Deformation twinning feature and its effects on significant enhancement of tensile ductility in columnar-grained Fe–6.5wt.%Si alloy at intermediate temperatures

A rapid and effective method for alloy materials design via sample data transfer machine learning

Grain size control method for enhancing high-temperature durability of Al–Cu–Mg–Ag alloy

The Effect of Heat Treatment on the Microstructure and Mechanical Properties of Powder Metallurgy Ti-48Al Alloy

Effect of Electrode Materials on AlN-Based Bipolar and Complementary Resistive Switching

Phase field simulation of microstructure evolution and process optimization during homogenization of additively manufactured Inconel 718 alloy

Effects of deformation temperature on the microstructure, ordering and mechanical properties of Fe―6.5 wt% Si alloy with columnar grains

Deformation twinning in an Fe-6.5 wt.% Si alloy with columnar grains during intermediate temperature compression

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