Stochastic characterization and reconstruction of material microstructures for establishment of process-structure-property linkage using the deep generative model

2021 ◽  
Vol 104 (2) ◽  
Author(s):  
Satoshi Noguchi ◽  
Junya Inoue
Keyword(s):  
Generative Model ◽  
Structure Property ◽  
Stochastic Characterization ◽  
Process Structure

Process-structure-property effects on ABS bond strength in fused filament fabrication

2018 ◽  
Vol 19 ◽  
pp. 29-38 ◽  
Author(s):  
A.C. Abbott ◽  
G.P. Tandon ◽  
R.L. Bradford ◽  
H. Koerner ◽  
J.W. Baur
Keyword(s):  
Bond Strength ◽  
Structure Property ◽  
Fused Filament Fabrication ◽  
Process Structure

Structure and Properties of HVOF Sprayed Ceramic/Polymer Nanocomposite Coatings

1997 ◽  
Author(s):  
E. Petrovicova ◽  
R. Knight ◽  
R.W. Smith ◽  
L.S. Schadler
Keyword(s):  
Polymer Nanocomposite ◽  
Structure Property ◽  
Low Friction ◽  
Surface Protection ◽  
Spray Process ◽  
New Class ◽  
Electrical And Magnetic Properties ◽  
Structure Property Relationship ◽  
Nylon 11 ◽  
Process Structure

Abstract Ceramic/polymer nanocomposites promise to be a new class of materials that will have wide application either for surface protection, providing low friction and inert corrosion barriers, or where tailored electrical and magnetic properties with increased abrasion and wear resistance are required. The high velocity oxy-fuel (HVOF) combustion spray process has been used to successfully process polymer-ceramic nanocomposites at 5 - 20 volume % of reinforcement. The latest results of process-structure- property relationship studies in silica and carbon black reinforced nylon 11 coatings are presented. It was found that the improvement in mechanical properties depends on the distribution and surface chemistry of the particulates and on the increase in matrix crystallinity due to the particulates.

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