[HTML][HTML] Composition Design Strategy for High Entropy Amorphous Alloys

H Ding, Q Zhang, K Yao - Materials, 2024 - mdpi.com
High entropy amorphous alloys (HEAAs) are materials that have received much attention in
recent years. They exhibit many unique properties; however, research on their composition …

Advancing High-Throughput Combinatorial Aging Studies of Hybrid Perovskite Thin-Films via Precise Automated Characterization Methods and Machine Learning …

A Wieczorek, AG Kuba, J Sommerhäuser… - Journal of Materials …, 2024 - pubs.rsc.org
To optimize materials stability, automated high-throughput workflows are of increasing
interest. However, many of those workflows use processes not suitable for large-area …

[HTML][HTML] Machine Learning-Based Predictions of Porosity during Cold Spray Deposition of High Entropy Alloy Coatings

D Sharma, D Boruah, AA Bakir, A Ameen, S Paul - Coatings, 2024 - mdpi.com
Porosity poses a challenge to the mechanical properties of cold sprayed coatings, especially
when it is open or surface-connected, limiting the coatings' capabilities to act as a barrier …

Comparison and Analysis of Accuracy of Various Machine Learning Algorithms in Ancient Glass Classification

B Zhang - … International Conference on Artificial Intelligence and …, 2023 - ieeexplore.ieee.org
Glass is one of the earliest man-made materials invented by mankind, and its appearance
and use have been used in human life for thousands of years. A large part of the glass …