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Solvent-free vat photopolymerization of unsaturated polyesters: Structure-property relationships for depolymerization
Additive manufacturing with vat photopolymerization (VP) as an emerging manufacturing method addresses various goals for enhanced sustainability...
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Review of Process–Structure–Property Relationships in Metals Fabricated Using Binder Jet Additive Manufacturing
This review aims to identify process–structure–property relationships in metals fabricated using binder jet additive manufacturing. Binder jet...
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Towards understanding structure–property relations in materials with interpretable deep learning
Deep learning (DL) models currently employed in materials research exhibit certain limitations in delivering meaningful information for interpreting...
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Structure–Property Relationships in Polymer Nanocomposites
Polymer-based nanocomposites (PNCs) are generally composed of reinforcement lower than 100 nm and polymer matrixes holding them together. Carbon...
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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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Processing-structure–property relationships of oleanolic acid loaded PLGA fiber membranes
Oleanolic acid (OA) loaded poly(lactic-co-glycolic) acid fiber membranes were developed utilizing the Forcespinning technology. OA is a natural...
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Borosilicate sol–gel bioactive glasses and the effect of borate content on structure-property relationships
Borate-doped silicate glasses with chemical compositions of (70 − x )SiO 2 – x B 2 O 3 –30CaO ( x = 0, 5, 15, and 25, in mol%) were synthesized using the...
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Structure-Property Correlation of a Newly Synthesized 6351Al/Body-Centered Tetragonal Boron Nitride Composite
In this work, a novel body-centered tetragonal boron nitride (bct-BN)-reinforced 6351Al-based cast metal matrix composite of various reinforcement...
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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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Structure–Property Relationships in Polymer Nanocomposites
Polymer-based nanocomposites (PNCs) are generally composed of reinforcement lower than 100 nm and polymer matrixes holding them together. Carbon...
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Exploring structure-property relationships in magnesium dissolution modulators
Small organic molecules that modulate the degradation behavior of Mg constitute benign and useful materials to modify the service environment of...
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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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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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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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How important is microstructural feature selection for data-driven structure-property map**?
AbstractData-driven approaches now allow for systematic map** of microstructure to properties. In particular, we now have diverse approaches to...
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Structure–property–function relationships of natural and engineered wood
The complex structure of wood, one of the most abundant biomaterials on Earth, has been optimized over 270 million years of tree evolution. This...
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Structure–Mechanical Property–Formability Relationships for 444-Type W-Containing Ferritic Stainless Steels
We describe here structure–mechanical property–formability relationships for 444-type ferritic stainless steels with different contents of W. The...
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Process-structure–property relationships following thermo-oxidative exposure of powder bed fusion printed poly(phenylene sulfide)
AbstractPowder bed fusion (PBF) manufacturing with high-value polymers, like poly(phenylene sulfide) (PPS), are of current interest to many...
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Role of Bainitic Structure Martensitic-Austenitic Component in Pipe Steel Property Formation. 2. Austenite Deformation and Thermal Stability
Results of experimental and theoretical studies are used to extend understanding of thermal and deformation stability of untransformed austenite in...
