Simulating diffusion using 'kinosons' and machine learning

Researchers from the University of Illinois Urbana-Champaign have recast diffusion in multicomponent alloys as a sum of individual contributions, called "kinosons." Using machine learning to compute the statistical distribution ...

A guide for early-career researchers in computational science

In recent years, a growing number of students have embraced scientific computation as an integral component of their graduate research. Yet since many of them are new to the field, they often have little to no coding experience, ...

Using deep learning to image the Earth's planetary boundary layer

Although the troposphere is often thought of as the closest layer of the atmosphere to the Earth's surface, the planetary boundary layer (PBL)—the lowest layer of the troposphere—is actually the part that most significantly ...

AI is giving boost to crop improvement research

What is the role of artificial intelligence for crop improvement? Questions about artificial intelligence are becoming more pressing in every discipline. For crop improvement, AI provides a new lens to bridge science and ...

Rectifying AI's usage in the quest for thermoelectric materials

A team of researchers has used AI to identify a thermoelectric material with favorable values. The group was able to navigate AI's conventional pitfalls and big data challenges, offering a prime example of how AI can revolutionize ...

A new approach to 24/7 air quality monitoring using cameras

Air pollution is a critical global health issue, demanding innovative monitoring solutions. Traditional methods, reliant on ground stations, are expensive and geographically limited, hindering comprehensive coverage. Recent ...

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