Computer Sciences

Data-frugal deep learning optimizes microstructure imaging

Most often, we recognize deep learning as the magic behind self-driving cars and facial recognition, but what about its ability to safeguard the quality of the materials that make up these advanced devices? Professor of Materials ...

Electronics & Semiconductors

A pair of gold flakes creates a self-assembled resonator

For exploring materials down to the nano-level, researchers often need to construct a complex structure to house the materials—a time-consuming and complicated process. But imagine if there was a way the structure could ...

Energy & Green Tech

Using artificial intelligence to advance energy technologies

Hongliang Xin, an associate professor of chemical engineering in the College of Engineering, and his collaborators have devised a new artificial intelligence framework that can accelerate discovery of materials for important ...

Machine learning & AI

Examining the dynamics of complex networks

A special issue of EPJST, edited by Dr. Jurgen Kurths, Senior Advisor at the Research Department for Complexity Science, Potsdam Institute for Climate Impact Research (PIK), and Professor and Senior Advisor at Humboldt University, ...

Machine learning & AI

Deep learning reveals how proteins interact

Scientist are now combining recent advances in evolutionary analysis and deep learning to build three-dimensional models of how most proteins in eukaryotes interact. (Eukaryotes are organisms whose cells have a membrane-bound ...

Computer Sciences

The age of exascale and the future of supercomputing

Argonne looks to exascale and beyond, sorting out the relationship between computing and experimental facilities, the need for speed and AI's role in making it all work.

Computer Sciences

AI behind deepfakes may power materials design innovations

The person staring back from the computer screen may not actually exist, thanks to artificial intelligence (AI) capable of generating convincing but ultimately fake images of human faces. Now this same technology may power ...

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