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Effect of Structural Features on Microstructure and Properties Homogeneity Based on Quantification and Statistical Analysis for Large-Scaled Complex Titanium Alloy Castings
In order to facilitate the optimization of the casting process for the large-scaled complex titanium alloy casting (LCTAC), a quantification and...
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Analyzing microstructure relationships in porous copper using a multi-method machine learning-based approach
The prediction of material properties from a given microstructure and its reverse engineering displays an essential ingredient for accelerated...
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MICRO2D: A Large, Statistically Diverse, Heterogeneous Microstructure Dataset
The availability of large, diverse datasets has enabled transformative advances in a wide variety of technical fields by unlocking data scientific...
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Statistical Comparisons & Correlations of Thermal Analysis, Ultrasonic Velocity and Image Analysis Metallography Methods for Quantification of Ductile Iron Microstructure
This paper will present results of a thorough evaluation of the effects of (1) ‘plain’ thermal analysis (TA) cup (aka ‘eutectometer’ cup, as coined...
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Variant Pairing Quantification Method for a Bainitic HSLA Steel
Variant pairing describes the preference of variant pairs during displacive transformations. It is a decisive factor on the morphology and boundary...
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Quantification and chemical fluctuation in NMC Li-ion battery cathode materials analyzed using APT
The use of atom probe tomography (APT) in renewable energy research has increased dramatically in the last decade. The technique offers a unique...
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EPMA quantification on the chemical composition of retained austenite in a Fe-Mn-Si-C-based multi-phase steel
An electron probe X-ray microanalyzer (EPMA) is an essential tool for studying chemical composition distribution in the microstructure. Quantifying...
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Digital Protocols for Statistical Quantification of Microstructures From Microscopy Images of Polycrystalline Nickel-Based Superalloys
This paper presents new digital image analysis protocols and workflows for the quantification of size distributions of key microstructural features...
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Relationships Between Macrostructure and Microstructure in Lamellar Graphite Iron Castings
Spherical sheet steel molds filled with gray iron melts of varying chemical compositions and metallurgical conditions were air-cooled until solid,...
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Study of TIG Weld Microstructure Formation in Inconel 718 Alloy Using ICME Approach
The detrimental phase formation in Inconel 718 weld microstructure depends on welding conditions. This study uses the FEM simulation of the welding...
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Influence of Cooling Rate After Destabilization on Microstructure and Hardness of a High-Cr Cast Iron
This study investigates the impact of cooling rate after destabilization at 980 °C on the microstructure of 23 wt pct Cr–2.7wt pct C hypoeutectic...
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Unveiling the microstructure evolution and mechanical properties in a gas tungsten arc-welded Fe–Mn–Si–Cr–Ni shape memory alloy
Fe–Mn–Si–Cr–Ni shape memory alloys (SMAs) are unique low-cost materials with shape memory properties that grant them the ability to be used in both...
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Microstructure Evolution and Austenitic Grain Refinement of Ti-Modified High Mn Steels During Solution Annealing Heat Treatment
Austenitic high manganese (Mn) steels are often used in harsh environments due to their high toughness and wear resistance. Heat treatments are...
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Pareto optimal driven automation framework for quantitative microstructure simulation towards spinodal decomposition
In this study, we developed a Pareto optimal driven automation framework for quantitative Cahn–Hilliard simulation of spinodal decomposition...
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Effects of post-weld heat treatment on the microstructure and properties of the matching SMAW filler metal for weld joints in MarBN steel
A detailed investigation has been carried out of the matching composition filler metal for welding MarBN steel to explore the influence of welding...
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Impact of Microstructure on Remelting Parameters and Mechanical Behavior of Thermally Sprayed NiCrBSi Coating
The present study concerns controlling and quantifying the impact of the remelting thermos-cycle curve parameters on the microstructure evolution and...
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Multi-faceted Uncertainty Quantification for Structure-Property Relationship with Crystal Plasticity Finite Element
The structure-property linkage is one of the two most important relationships in materials science besides the process-structure linkage, especially...
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Destabilization Treatment and Its Influence on Microstructure and Matrix Hardness of High-Cr Cast Iron
High-chromium cast irons are an essential class of wear-resistant materials commonly used for wear-resistant applications in the mining and steel...
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Numerical simulation of solidified microstructure of ternary Al-Si-Mg alloy using an improved cellular automaton method
Al-Si alloys offer distinctive advantages including light weight, high strength, and excellent formability. These attributes enable the production of...
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Influence of Molybdenum on Rapid Solidification Microstructure and Microsegregation in Primary Ferrite Solidified Stainless Steel
Due to the widespread use and familiarity of austenitic stainless steels (SS) in many industries these alloys are often the first materials used when...
