On Nb Silicide Based Alloys: Alloy Design and Selection [PDF]
Materials, 2018 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.
P. Tsakiropoulos
semanticscholar +5 more sources
Enhancing corrosion-resistant alloy design through natural language processing and deep learning [PDF]
Sci Adv, 2023 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 ...
K. Sasidhar +5 more
semanticscholar +2 more sources
Data-driven analysis and prediction of stable phases for high-entropy alloy design [PDF]
Sci Rep, 2023 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 ...
Iman Peivaste +2 more
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Automating alloy design and discovery with physics-aware multimodal multiagent AI [PDF]
Proc Natl Acad Sci U S ASignificance 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 ...
Alireza Ghafarollahi, Markus J. Buehler
semanticscholar +2 more sources
Rethinking Biomedical Titanium Alloy Design: A Review of Challenges from Biological and Manufacturing Perspectives [PDF]
Adv Healthc MaterCurrent biomedical titanium alloys have been repurposed from other industries, which has contributed to several biologically driven implant failure mechanisms.
Daisy Rabbitt +11 more
semanticscholar +2 more sources
Prototypic Lightweight Alloy Design for Stellar‐Radiation Environments [PDF]
Adv Sci (Weinh), 2020 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
M. Tunes +4 more
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Alloy Design and Processing Design of Magnesium Alloys Using 2nd Phases [PDF]
JOM, 2019 Two phases dominate the performance of commercial Mg alloys: (1) β Mg17Al12 and (2) porosity. Alloy design and process design to optimize the morphology of the first and to minimize the second are discussed. Second phase β can be designed to improve tensile strength, fatigue strength, toughness, texture, formability and corrosion resistance of Mg ...
R. F. Decker +5 more
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TRIP Titanium Alloy Design [PDF]
MATEC Web of Conferences, 2020 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
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3D Printing in alloy design to improve biocompatibility in metallic implants. [PDF]
Mater Today (Kidlington), 2021 I. Mitra +8 more
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Alloy design for laser powder bed fusion additive manufacturing: a critical review
International Journal of Extreme Manufacturing, 2023 Metal additive manufacturing (AM) has been extensively studied in recent decades. Despite the significant progress achieved in manufacturing complex shapes and structures, challenges such as severe cracking when using existing alloys for laser powder bed
Zhuangzhuang Liu +6 more
semanticscholar +1 more source