The materials science behind sustainable metals and alloys
D Raabe - Chemical reviews, 2023 - ACS Publications
Production of metals stands for 40% of all industrial greenhouse gas emissions, 10% of the
global energy consumption, 3.2 billion tonnes of minerals mined, and several billion tonnes …
global energy consumption, 3.2 billion tonnes of minerals mined, and several billion tonnes …
Machine learning for high-entropy alloys: Progress, challenges and opportunities
High-entropy alloys (HEAs) have attracted extensive interest due to their exceptional
mechanical properties and the vast compositional space for new HEAs. However …
mechanical properties and the vast compositional space for new HEAs. However …
The promise of high-entropy materials for high-performance rechargeable Li-ion and Na-ion batteries
Our growing dependence on rechargeable Li/Na-ion batteries calls for substantial
improvements in the electrochemical performance of battery materials, including cathodes …
improvements in the electrochemical performance of battery materials, including cathodes …
Higher-dimensional processing using a photonic tensor core with continuous-time data
New developments in hardware-based 'accelerators' range from electronic tensor cores and
memristor-based arrays to photonic implementations. The goal of these approaches is to …
memristor-based arrays to photonic implementations. The goal of these approaches is to …
Ordering‐Dependent Hydrogen Evolution and Oxygen Reduction Electrocatalysis of High‐Entropy Intermetallic Pt4FeCoCuNi
Disordered solid‐solution high‐entropy alloys have attracted wide research attention as
robust electrocatalysts. In comparison, ordered high‐entropy intermetallics have been hardly …
robust electrocatalysts. In comparison, ordered high‐entropy intermetallics have been hardly …
Deep learning in mechanical metamaterials: from prediction and generation to inverse design
Mechanical metamaterials are meticulously designed structures with exceptional
mechanical properties determined by their microstructures and constituent materials …
mechanical properties determined by their microstructures and constituent materials …
High-entropy alloys for solid hydrogen storage: a review
L Luo, L Chen, L Li, S Liu, Y Li, C Li, L Li, J Cui… - International Journal of …, 2024 - Elsevier
The development of materials has coincided with the development of human civilization. In
recent years, high-entropy alloys (HEAs) have been extensively applied to structural and …
recent years, high-entropy alloys (HEAs) have been extensively applied to structural and …
Toward controllable and predictable synthesis of high-entropy alloy nanocrystals
High-entropy alloy (HEA) nanocrystals have attracted extensive attention in catalysis.
However, there are no effective strategies for synthesizing them in a controllable and …
However, there are no effective strategies for synthesizing them in a controllable and …
Enhancing corrosion-resistant alloy design through natural language processing and deep learning
We propose strategies that couple natural language processing with deep learning to
enhance machine capability for corrosion-resistant alloy design. First, accuracy of machine …
enhance machine capability for corrosion-resistant alloy design. First, accuracy of machine …
Machine learning-enabled constrained multi-objective design of architected materials
Architected materials that consist of multiple subelements arranged in particular orders can
demonstrate a much broader range of properties than their constituent materials. However …
demonstrate a much broader range of properties than their constituent materials. However …