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Multiscale computational framework linking alloy composition to microstructure evolution via machine learning and nanoscale analysis
Published 2025-07-01“…This study introduces a multiscale Integrated Computational Materials Engineering (ICME) framework that combines CALPHAD-based thermodynamic modeling, machine learning, molecular dynamics, and diffusion kinetics to link alloy chemistry to microstructural evolution. Machine learning models trained on 750,000 CALPHAD-derived datapoints enabled rapid screening of two billion compositions based on thermodynamic criteria. …”
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142
Competition mechanism of dynamic recrystallization and recovery and microstructure evolution of TC4 alloy during warm deformation
Published 2025-05-01“…This study systematically investigated the warm deformation behavior of TC4 alloy in the α+β dual-phase region (650–800 °C, 0.1–5 s−1) using a thermomechanical simulator, elucidating the temperature-strain rate dependence of the competitive mechanisms between dynamic recrystallization (DRX) and dynamic recovery (DRV), along with their governing effects on microstructural evolution. The results demonstrate that flow stress significantly decreases with increasing temperature and decreasing strain rate, accompanied by enhanced DRX capability, with the most intense DRX activity observed at 800 °C. …”
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Deformation Behaviors and Microstructure Evolution of Mg-Zn-Y-Zr Alloys During Hot Compression Process
Published 2024-11-01Get full text
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147
Microstructure Evolution and Mechanical Properties of Pure Ti Alloy Sheet Fabricated by Double-Side Corrugated Rolling
Published 2024-10-01Subjects: Get full text
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148
Material Flow and Microstructural Evolution in Friction Stir Welding of LAZ931 Duplex Mg-Li Alloys
Published 2024-11-01Get full text
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149
Effect of Thermal Oxidation on the Structure, Surface Texturing, and Microstructure Evolution in Nanocrystalline Ga─O─N Films
Published 2025-03-01“…Crystal structure, phase formation, chemical composition, surface morphology, and microstructure evolution of Ga─O─N films are investigated as a function of temperature. …”
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151
Microstructural evolution and mechanical properties of chip-stacking micro-solder joints under TG bonding process
Published 2025-09-01“…As chip-stacking micro-joints are downsized to less than 20 μm, the microstructural evolution induced by multiple TG bonding has emerged as a critical concern for mechanical properties. …”
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Finite element investigations on the microstructure of fibre-reinforced composites
Published 2008-09-01Get full text
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154
Microstructure engineering for corrosion resistance in structural alloy design
Published 2024-11-01“…This perspective uses illustrations from degradation mechanisms in 3D-printed alloys and in-service microstructure evolution-driven mechanisms to show the importance of microstructure design for corrosion resistance and mechanical properties simultaneously, to improve the reliability of critical infrastructure.…”
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155
Influence of pre-stretching on microstructure and formability of TRIP steel
Published 2025-08-01“…To study the effect of pre-deformation on martensitic transformation and microstructural evolution in transformation induced plasticity (TRIP) steels, and to investigate the forming ability of TRIP steels, the TRIP590 steel plate was selected as the testing material, and pre-stretching in the range of 0~0.12 was applied on two sizes of specimens (standard specimen and wide specimen). …”
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156
Microstructure Characterization of Refractory Powder Materials for LPBF Method
Published 2025-06-01“…This combination of analysis techniques provided a multi-scale understanding of the microstructural evolution and elemental distribution within the powders. …”
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157
Hot-Deformed Microstructure and Texture of Ti-62222 Alloy
Published 2025-02-01“…This study investigates the influence of local strain parameters and solution treatment and aging (STA) on the microstructure, texture evolution, and microhardness of a hot-forged Ti-62222 alloy. …”
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158
Study on microstructural evolution of SiCox/Al-4.2Cu-4.0Mg composites during aging process
Published 2025-05-01Subjects: Get full text
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159
Effect of heat treatment on microstructure and mechanical properties of Mg-Gd-Y-Zn-Zr alloy
Published 2025-03-01Subjects: Get full text
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160
Effect of overtemperature exposure on the microstructure and mechanical properties of a DD5 single crystal superalloy
Published 2025-08-01Subjects: Get full text
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