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High-Throughput Extraction of Phase–Property Relationships from Literature Using Natural Language Processing and Large Language Models
Consolidating published research on aluminum alloys into insights about microstructure–property relationships can simplify and reduce the costs...
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The Effect of the Second Phase on the Anti-scaling Property of Enamel Steel DC04EK
In order to increase the anti-scaling property of the material, the research of enamel steel is mainly carried out around the enamel technology. In...
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Relationship between chemical composition, phase structure and piezoelectric property of BiFeO3–BaTiO3 ceramics near morphotropic phase boundary
The chemical composition and phase structure of (1− x )BiFeO 3−x BaTiO 3 (BF– x BT) ceramics near morphotropic phase boundary (MPB) are controversial so...
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Materials structure–property factorization for identification of synergistic phase interactions in complex solar fuels photoanodes
Properties can be tailored by tuning composition in high-order composition spaces. For spaces with complex phase behavior, modeling the properties as...
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Stabilization of melon phase during the formation of g-C3N4 from melamine and its structure-property relationship towards photocatalytic degradation of dyes under sunlight
The structure-property relationship of various intermediates formed during the step-wise dwell-in thermal condensation of melamine to g-C 3 N 4 under a...
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Effect of hydrothermal temperature on phase transformation and mechanical property of non-sintered hydroxyapatite and its in vitro solubility
Sintered Hydroxyapatite (HA) has been used as bone graft for years. Nevertheless, its slow resorbability is the main drawbacks. This study aims to...
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Eutectic Composition Design, Microstructure, and Room Temperature Mechanical Property of NiAl-Cr-Ta Three-Phase Alloy
In this paper, NiAl-33Cr-4.5Ta (at. pct) near-eutectic alloy consisting of NiAl, α -Cr and Laves is successfully designed by JMatPro software and...
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Data-driven map**-relationship mining between hardness and mechanical properties of dual-phase titanium alloys via random forest and statistical analysis
In order to accelerate the research on the property optimization of titanium alloy based on high-throughput methods, it is necessary to reveal the...
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Structure-property relationship and emerging applications of nano- and micro-sized fillers reinforced sialon composites: a review
Oxonitridoaluminosilicates (SiAlON) are renowned in advanced ceramics for their exceptional properties: high temperature stability, excellent...
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Deep learning to establish structure property relationships of impact copolymers from AFM phase images
AFM phase images were collected on impact copolymer samples that differ in bulk mechanical properties and microstructure. A deep learning model based...
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Synthesis and efficient multicolor luminescence property of single-phase Eu3+ and Tb3+-doped Gd2(MoO4)3
White light-emitting diodes (WLEDs) represent an attractive alternative to conventional white light sources due to its extraordinary properties in...
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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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Relationship between the unique microstructures and behaviors of high-entropy alloys
High-entropy alloys (HEAs), which were introduced as a pioneering concept in 2004, have captured the keen interest of numerous researchers. Entropy,...
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Understanding the Structure–Property-Parameter Relationship of Polypropylene Melt-Blown Fibers
In this chapter, the structure of (polypropylene) PP fibers was evaluated systematically and comparatively using different processing conditions via...
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Microstructure and mechanical property of Cu/In–45Cu/Ni solder joints formed by transient liquid phase bonding
In this paper, the microstructure and the shear property of Cu/In–45Cu/Ni solder joints by transient liquid phase were studied, and the intermetallic...
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Data-Driven Phase Selection, Property Prediction and Force-Field Development in Multi-Principal Element Alloys
Multi-Principal Element Alloys (MPEAs) have brought a paradigm shift in the alloy design process and pose a significant challenge due to the...
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Study on the relationship between TCP phase and AlN phase in a fourth-generation single-crystal superalloy
The enhanced mechanical properties of Ni-based single-crystal superalloys induced by refractory elements such as Re, Wo, Mo, etc. are essential for...
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Intercalation as a versatile tool for fabrication, property tuning, and phase transitions in 2D materials
Recent advances in two-dimensional (2D) materials have led to the renewed interest in intercalation as a powerful fabrication and processing tool....
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Human-land relationship in the construction of historical settlements based on Complex Adaptive System (CAS) theory: evidence from Shawan in Guangfu region, China
The relationship between humans and land environment within historical settlements reflects the intricate interplay between human societies, their...
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Constitutive Relationship Study of Laves Phase NbCr2/Nb Two-Phase Alloy Using Modified J-C Model and Back Propagation Neural Network Model
The Laves phase NbCr 2 /Nb two-phase alloy has received significant research interest as a potential high-temperature structural material. Based on...
