Unsupervised learning and pattern recognition in alloy design
Machine learning has the potential to revolutionise alloy design by uncovering useful
patterns in complex datasets and supplementing human expertise and experience. This …
patterns in complex datasets and supplementing human expertise and experience. This …
Microstructural and mechanical characterization of biomedical Ti–Nb–Zr (–Ta) alloys
LM Elias, SG Schneider, S Schneider, HM Silva… - Materials Science and …, 2006 - Elsevier
In recent years there has been a significant development of novel implant alloys based on β-
Ti such as Ti–Nb–Zr and Ti–Nb–Zr–Ta alloys systems. The purpose of this work is to provide …
Ti such as Ti–Nb–Zr and Ti–Nb–Zr–Ta alloys systems. The purpose of this work is to provide …
Investigation on three-dimensional printed prosthetics leg sockets coated with different reinforcement materials: analysis on mechanical strength and microstructural
MH Ramlee, MI Ammarullah, NS Mohd Sukri… - Scientific Reports, 2024 - nature.com
Previous research has primarily focused on pre-processing parameters such as design,
material selection, and printing techniques to improve the strength of 3D-printed prosthetic …
material selection, and printing techniques to improve the strength of 3D-printed prosthetic …
Mechanical properties and microstructure of powder metallurgy Ti–xNb–yMo alloys for implant materials
In this study, a series of Ti–xNb–yMo (x= 5–40 wt.% in 5 wt.% increments; and y= 3, 5, 10
wt.%) alloys were fabricated by powder metallurgy and studied with respect to their …
wt.%) alloys were fabricated by powder metallurgy and studied with respect to their …
Bending work of laminated materials based on densified wood and reinforcing components
This work analyzes the influence of the composition of laminated materials based on solid
and thermo-mechanically densified beech wood and the application of reinforcing elements …
and thermo-mechanically densified beech wood and the application of reinforcing elements …
Designing Ti alloy for hard tissue implants: a machine learning approach
Many of the hard tissue implants are made of titanium alloys, due to its low specific strength
and low elastic modulus with excellent biocompatibility and good corrosion resistance. The …
and low elastic modulus with excellent biocompatibility and good corrosion resistance. The …
Study of low-modulus biomedical β Ti–Nb–Zr alloys based on single-crystal elastic constants modeling
CALPHAD-type modeling was used to describe the single-crystal elastic constants of the bcc
solution phase in the ternary Ti–Nb–Zr system. The parameters in the model were evaluated …
solution phase in the ternary Ti–Nb–Zr system. The parameters in the model were evaluated …
Zr–Ti–Nb porous alloys for biomedical application
AEA Maya, DR Grana, A Hazarabedian… - Materials Science and …, 2012 - Elsevier
Recent studies linked to the production of implants focus on the development of porous
materials, as they provide good biological fixation to the surrounding tissue through bone …
materials, as they provide good biological fixation to the surrounding tissue through bone …
Effect of Zr content on phase stability, deformation behavior, and Young's modulus in Ti–Nb–Zr alloys
KM Kim, HY Kim, S Miyazaki - Materials, 2020 - mdpi.com
Ti alloys have attracted continuing research attention as promising biomaterials due to their
superior corrosion resistance and biocompatibility and excellent mechanical properties …
superior corrosion resistance and biocompatibility and excellent mechanical properties …
Mechanical, physical, and chemical characterization of Ti–35Nb–5Zr and Ti–35Nb–10Zr casting alloys
ALR Ribeiro, RC Junior, FF Cardoso, RBF Filho… - Journal of Materials …, 2009 - Springer
Titanium is used due its excellent properties in medical and dentistry areas. With the
objective of exploiting better mechanical properties, not altering its biocompatibility, it was …
objective of exploiting better mechanical properties, not altering its biocompatibility, it was …