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Search results for machine learning

Environment Dec 2, 2024

AI-enhanced satellite carbon monoxide fast retrieval

A recent study presents a radiative transfer model-driven machine learning technique for retrieving carbon monoxide from the world's first hyperspectral Geostationary Interferometric Infrared Sounder (GIIRS) onboard Fengyun-4B ...

Biochemistry Nov 25, 2024

Machine learning approach discovers crystallizable organic semiconductors

Organic semiconductors represent a transformative technology that bridges traditional electronics with the versatility of organic materials. They make flexible, wearable devices and next-generation displays possible.

Nanomaterials Nov 20, 2024

New language encodes shape and structure to help machine learning models predict nanopore properties

A large number of 2D materials like graphene can have nanopores—small holes formed by missing atoms through which foreign substances can pass. The properties of these nanopores dictate many of the materials' properties, ...

Earth Sciences Nov 19, 2024

Improving hurricane modeling with physics-informed machine learning

Hurricanes, or tropical cyclones, can be devastating natural disasters, leveling entire cities and claiming hundreds or thousands of lives. A key aspect of their destructive potential is their unpredictability. Hurricanes ...

Nanomaterials Nov 13, 2024

Digital twin confirms nanotubes can detect cracks in aircraft wing mid-flight

Skoltech researchers have created a digital twin of a polymer composite material with a 2D sensor and successfully used it for structural integrity testing. The new technology can be used to manufacture various large structures, ...

Earth Sciences Nov 12, 2024

Machine learning predicts highest-risk groundwater sites to improve water quality monitoring

An interdisciplinary team of researchers has developed a machine learning framework that uses limited water quality samples to predict which inorganic pollutants are likely to be present in a groundwater supply. The new tool ...

General Âé¶¹ÒùÔºics Nov 5, 2024

Flow of the future: AI models tackle complex particle drag coefficients

Accurately modeling particle movement through fluids is crucial in fields ranging from chemical engineering to aerospace. The drag coefficient, which influences how particles settle and move in fluid environments, is a core ...

Cell & Microbiology Oct 31, 2024

Using machine learning to identify bacterial resistance genes and the drugs to block them

Antibiotic resistance is a growing public health problem around the world. When bacteria like E. coli no longer respond to antibiotics, infections become harder to treat.

Astronomy Oct 31, 2024

Machine-learning analysis tracks the evolution of 16th-century European astronomical thought

A team of computer scientists, astronomers and historians in Berlin has used machine-learning applications to learn more about the evolutionary history of European astronomical thought in the 15th and 16th centuries. In their ...

Ecology Oct 28, 2024

Researcher uses machine learning to identify a suspected pathogen killing corals

White band disease has been devastating colonies of staghorn and elkhorn corals in the Caribbean, but the major pathogenic agent has not been identified.

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