Accelerating the design of compositionally complex materials via physics-informed artificial intelligence
The chemical space for designing materials is practically infinite. This makes disruptive
progress by traditional physics-based modeling alone challenging. Yet, training data for …
progress by traditional physics-based modeling alone challenging. Yet, training data for …
Sustainability through alloy design: Challenges and opportunities
Exciting metallurgical breakthroughs of the last decades alongside the development and
wide-ranging availability of new and more capable experimental and theoretical tools for …
wide-ranging availability of new and more capable experimental and theoretical tools for …
A defect-resistant Co–Ni superalloy for 3D printing
Additive manufacturing promises a major transformation of the production of high economic
value metallic materials, enabling innovative, geometrically complex designs with minimal …
value metallic materials, enabling innovative, geometrically complex designs with minimal …
Alloy design for aircraft engines
TM Pollock - Nature materials, 2016 - nature.com
Metallic materials are fundamental to advanced aircraft engines. While perceived as mature,
emerging computational, experimental and processing innovations are expanding the scope …
emerging computational, experimental and processing innovations are expanding the scope …
Cooperative deformation in high-entropy alloys at ultralow temperatures
High-entropy alloys exhibit exceptional mechanical properties at cryogenic temperatures,
due to the activation of twinning in addition to dislocation slip. The coexistence of multiple …
due to the activation of twinning in addition to dislocation slip. The coexistence of multiple …
High density of strong yet deformable intermetallic nanorods leads to an excellent room temperature strength-ductility combination in a high entropy alloy
This paper introduces a new microstructural template for high entropy alloys (HEAs), where
the face centered cubic (FCC) complex concentrated solid solution is reinforced with a high …
the face centered cubic (FCC) complex concentrated solid solution is reinforced with a high …
Alloying effects and effective alloy design of high-Cr CoNi-based superalloys via a high-throughput experiments and machine learning framework
The discovery of a stable γ/γ'microstructure in Co-Al-W-based alloys brought forth
possibilities for Co-based superalloys as potential alternatives to Ni-based superalloys in …
possibilities for Co-based superalloys as potential alternatives to Ni-based superalloys in …
Design and tailoring of alloys for additive manufacturing
Additive manufacturing (AM) promises a major transformation for manufacturing of metallic
components for aerospace, medical, nuclear, and energy applications. This perspective …
components for aerospace, medical, nuclear, and energy applications. This perspective …
Machine learning assisted design of γ′-strengthened Co-base superalloys with multi-performance optimization
Designing a material with multiple desired properties is a great challenge, especially in a
complex material system. Here, we propose a material design strategy to simultaneously …
complex material system. Here, we propose a material design strategy to simultaneously …
A novel L12-strengthened multicomponent Co-rich high-entropy alloy with both high γ′-solvus temperature and superior high-temperature strength
A L1 2-strengthened multicomponent Co-rich high-entropy alloy with superior
microstructural stability was developed in this study. High-density cuboidal γ′ particles …
microstructural stability was developed in this study. High-density cuboidal γ′ particles …