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A new method of discovering materials using data analytics and electron microscopy has
found a new class of extremely hard alloys. Such materials could potentially withstand sev
ere impact from projectiles, thereby providing better protection of soldiers in combat.
Researchers from Lehigh University describe the method and findings in an article, "Materials
Informatics For the Screening of Multi-Principal Elements and High-Entropy Alloys," that
appears today in Nature Communications.
"We used materials informatics—the application of the methods of data science to materials
problems—to predict a class of materials that have superior mechanical properties," said
primary author Jeffrey M. Rickman, professor of materials science and engineering and ph
ysics and Class of '61 Professor at Lehigh University.
Researchers also used experimental tools, such as electron microscopy, to gain insight into the
physical mechanisms that led to the observed behavior in the class of materials known as high-
entropy alloys (HEAs). High-entropy alloys contain many different elements that, when
combined, may result in systems having beneficial and sometimes unexpected thermal and
mechanical properties. For that reason, they are currently the subject of intense research.
"We thought that the techniques that we have developed would be useful in identifying
promising HEAs," Rickman said. "However, we found alloys that had hardness values that
exceeded our initial expectations. Their hardness values are about a factor of 2 better than
other, more typical high-entropy alloys and other relatively hard binary alloys."
All seven authors are from Lehigh University, including Rickman; Helen M. Chan, New Jersey
Zinc Professor of materials science and engineering; Martin P. Harmer, Alcoa Foundation
Professor of materials science and engineering; Joshua Smeltzer, graduate student in
materials science and engineering; Christopher Marvel, postdoctoral research associate in
materials science and engineering; Ankit Roy, graduate student in mechanical engineering
and mechanics; and Ganesh Balasubramanian, assistant professor of mechanical enginee
ring and mechanics.
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