Colorful cube illustration

Illustrations by Neha Kavan

Joshua Agar: Neural Network Technique Identifies Mechanisms of Ferroelectric Switching

Agar and his team have identified—and visualized for the first time—geometrically driven differences in ferroelectric domain switching.

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Lori Friedman

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Illustrations by Neha Kavan

Innovations in materials science are as essential to modern life as indoor plumbing—and go about as unnoticed. Innovations in semiconducting devices, for example, continue to enable the transmission of more information, faster and through smaller hardware—such as through a device that fits in the palms of our hands.  

 

Colorful illustration of ferroelectric materials

Improvements in imaging techniques have made it possible to collect mounds of data about the properties of the nanomaterials used in such devices. (One nanometer is one billionth of a meter. For scale, a strand of human hair is between 50,000 and 100,000 nanometers thick.)

“The challenge is that analytical approaches that produce human-interpretable data remain ill-equipped for the complexity and magnitude of the data,” says Joshua Agar, an assistant professor of materials science. “Only an infinitesimally small fraction of the data collected is translated into knowledge.”

Continue reading about Agar's research.

Story by

Lori Friedman

Photography by

Illustrations by Neha Kavan