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Search results for machine learning

Optics & Photonics Jul 23, 2024

Machine learning method uses nonlinear optics and structured light to expand information network accuracy and capacity

Structured light can significantly enhance information capacity, due to its coupling of spatial dimensions and multiple degrees of freedom. In recent years, the combination of structured light patterns with image processing ...

Analytical Chemistry Jul 22, 2024

Advanced explainable machine learning approach offers insights into complex pollutant interactions

Traditional environmental health research often focuses on the toxicity of single chemical exposures. However, in real-world situations, people are exposed to multiple pollutants simultaneously, which can interact in complex ...

Plants & Animals Jul 16, 2024

Scientists use machine learning to predict diversity of tree species in forests

A collaborative team of researchers led by Ben Weinstein of the University of Florida, Oregon, US, used machine learning to generate highly detailed maps of over 100 million individual trees from 24 sites across the U.S., ...

Earth Sciences Jul 16, 2024

Machine learning unlocks secrets of early plate tectonics

Rock weathering and plate tectonics are vital to life. They both regulate the planet's surface temperature and provide bio-essential nutrients. But how and when these critical processes began on Earth is still a mystery. ...

Earth Sciences Jul 15, 2024

Research team uses satellite data and machine learning to predict typhoon intensity

Amidst the challenges posed by climate change in predicting typhoons, a team of researchers has developed a technology that leverages real-time satellite data and deep learning capabilities to predict typhoons with greater ...

Cell & Microbiology Jul 8, 2024

AI able to identify drug-resistant typhoid-like infection from microscopy images in matter of hours

Artificial intelligence (AI) could be used to identify drug resistant infections, significantly reducing the time it takes for a correct diagnosis, Cambridge researchers have shown. The team determined that an algorithm could ...

Analytical Chemistry Jul 1, 2024

Only through machine learning and AI can we come to grips with all chemicals around us, say researchers

The JACS Au has just published an invited perspective by Dr. Saer Samanipour and his team on the daunting challenge of mapping all the chemicals around us. Samanipour, an Assistant Professor at the Van 't Hoff Institute for ...

General Âé¶¹ÒùÔºics Jun 27, 2024

Visual explanations of machine learning models to estimate charge states in quantum dots

A group of researchers has successfully demonstrated automatic charge state recognition in quantum dot devices using machine learning techniques, representing a significant step toward automating the preparation and tuning ...

Earth Sciences Jun 11, 2024

Machine learning speeds up climate model simulations at finer resolutions, making them usable on local levels

Climate models are a key technology in predicting the impacts of climate change. By running simulations of the Earth's climate, scientists and policymakers can estimate conditions like sea level rise, flooding, and rising ...

Analytical Chemistry Jun 7, 2024

Machine learning helps find advantageous combination of salts and organic solvents for easier anti-icing operations

An Osaka Metropolitan University research team has found a deicing mixture with high effectiveness and low environmental impact after using machine learning to analyze ice melting mechanisms of aqueous solutions of 21 salts ...

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