On Nb Silicide Based Alloys: Alloy Design and Selection. [PDF]
The development of Nb-silicide based alloys is frustrated by the lack of composition-process-microstructure-property data for the new alloys, and by the shortage of and/or disagreement between thermodynamic data for key binary and ternary systems that are essential for designing (selecting) alloys to meet property goals.
Tsakiropoulos P.
europepmc +6 more sources
Enhancing corrosion-resistant alloy design through natural language processing and deep learning. [PDF]
We propose strategies that couple natural language processing with deep learning to enhance machine capability for corrosion-resistant alloy design. First, accuracy of machine learning models for materials datasets is often limited by their inability to ...
Sasidhar KN +5 more
europepmc +2 more sources
Data-driven analysis and prediction of stable phases for high-entropy alloy design. [PDF]
High-entropy alloys (HEAs) represent a promising class of materials with exceptional structural and functional properties. However, their design and optimization pose challenges due to the large composition-phase space coupled with the complex and ...
Peivaste I, Jossou E, Tiamiyu AA.
europepmc +2 more sources
3D Printing in alloy design to improve biocompatibility in metallic implants. [PDF]
3D Printing (3DP) or additive manufacturing (AM) enables parts with complex shapes, design flexibility, and customization opportunities for defect specific patient-matched implants.
Mitra I +8 more
europepmc +2 more sources
Automating alloy design and discovery with physics-aware multimodal multiagent AI. [PDF]
Significance We construct a physics-aware AI model that integrates the advanced reasoning, rational thinking, and strategic planning capabilities of large language models with the ability to write and execute code, perform atomistic simulations to ...
Ghafarollahi A, Buehler MJ.
europepmc +2 more sources
Rethinking Biomedical Titanium Alloy Design: A Review of Challenges from Biological and Manufacturing Perspectives. [PDF]
Current biomedical titanium alloys have been repurposed from other industries, which has contributed to several biologically driven implant failure mechanisms.
Rabbitt D +11 more
europepmc +2 more sources
Prototypic Lightweight Alloy Design for Stellar-Radiation Environments. [PDF]
The existing literature data shows that conventional aluminium alloys may not be suitable for use in stellar‐radiation environments as their hardening phases are prone to dissolve upon exposure to energetic irradiation, resulting in alloy softening which
Tunes MA +4 more
europepmc +2 more sources
Atomic Scale Origin of Metal Ion Release from Hip Implant Taper Junctions
Millions worldwide suffer from arthritis of the hips, and total hip replacement is a clinically successful treatment for end‐stage arthritis patients. Typical hip implants incorporate a cobalt alloy (Co–Cr–Mo) femoral head fixed on a titanium alloy (Ti ...
Shanoob Balachandran +6 more
doaj +2 more sources
TRIP Titanium Alloy Design [PDF]
Building on successful development experience of transformation induced plasticity (TRIP) steels, an analogous concept was taken to design high performance titanium alloys. This article describes a computational design framework of novel near-α TRIP titanium alloys with both high yield strength and fracture toughness for naval structural applications ...
Meng Fan, Yan Jia-Yi, Olson Gregory B
openaire +3 more sources
A neural network model for high entropy alloy design
A neural network model is developed to search vast compositional space of high entropy alloys (HEAs). The model predicts the mechanical properties of HEAs better than several other models.
Jaemin Wang +3 more
semanticscholar +1 more source

