Search results for machine learning

Quantum Physics Feb 24, 2022

Entanglement unlocks scaling for quantum machine learning

The field of machine learning on quantum computers got a boost from new research removing a potential roadblock to the practical implementation of quantum neural networks. While theorists had previously believed an exponentially ...

Quantum Physics Feb 14, 2022

What's inside a black hole? Physicist uses quantum computing, machine learning to find out

Dude, what if everything around us was just ... a hologram?

Earth Sciences Jan 27, 2022

Using machine learning to find space rocks in Antarctica

A team of researchers from Université libre de Bruxelles, Delft University of Technology and Vrije Universiteit Brussel used AI technology to find meteorites hidden in Antarctic ice. The group describes how their AI system ...

Space Exploration Jan 12, 2022

Machine learning algorithms help scientists explore Mars

NASA's Curiosity rover has been exploring the Red Planet's surface for nearly a decade, with its main mission being to determine whether Mars was once habitable. While the rover's investigations have indeed confirmed that ...

General Physics Jan 10, 2022

Manifolds in commonly used atomic fingerprints lead to failure in machine-learning four-body interactions

Atomic environment fingerprints, or structural descriptors, are used to describe the chemical environment around a reference atom. Encoding information such as bond-lengths to neighboring atoms or coordination numbers, these ...

Environment Jan 6, 2022

The AI forecaster: Machine learning takes on weather prediction

According to a 2009 study, U.S. adults look at weather forecasts nearly 300 billion times a year. Reliable forecasts can predict hazardous weather―such as blizzards, hurricanes, and flash floods―as early as 9–10 days ...

Archaeology Dec 16, 2021

A classical machine learning technique for easier segmentation of mummified remains

A team of researchers from the University of Malta and the European Synchrotron Radiation Facility in France has developed a new segmentation method for viewing the inside of mummified remains. In their paper posted on the ...

Analytical Chemistry Dec 15, 2021

Scientists reveal the limits of machine learning for hydrogen models

Hydrogen is one of the most abundant elements in the universe.

Analytical Chemistry Nov 26, 2021

Machine learning solves the who's who problem in NMR spectra of organic crystals

Solid-state nuclear magnetic resonance (NMR) spectroscopy—a technique that measures the frequencies emitted by the nuclei of some atoms exposed to radio waves in a strong magnetic field—can be used to determine chemical ...

Molecular & Computational biology Nov 19, 2021

Scientists use machine learning to predict smells based on brain activity in worms

It sounds like a party trick: scientists can now look at the brain activity of a tiny worm and tell you which chemical the animal smelled a few seconds before. But the findings of a new study, led by Salk Associate Professor ...

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