Search results for neural networks

Quantum Physics Jul 25, 2024

Optimization algorithm successfully computes the ground state of interacting quantum matter

Over the past decades, computer scientists have developed various computing tools that could help to solve challenges in quantum physics. These include large-scale deep neural networks that can be trained to predict the ground ...

Biotechnology Jul 24, 2024

From trash to treasure: Machine learning enhances organic waste recycling

Biological treatment methods such as anaerobic digestion, composting, and insect farming are essential for managing organic waste, converting it into valuable resources like biogas and organic fertilizers. However, these ...

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 ...

Earth Sciences Jul 18, 2024

Mathematicians team up with geophysicists to improve models that predict changes in sea ice

Dartmouth researchers are using computational mathematics and machine learning to develop models that better predict sea ice thickness in regions of the Arctic.

Earth Sciences Jul 18, 2024

Tool predicts rogue waves up to five minutes in advance

A new tool that can be used to predict the emergence of unusually large and unpredictable waves at sea—known as rogue waves—up to five minutes into the future is presented in a study published in Scientific Reports. The authors ...

Earth Sciences Jul 17, 2024

AI may be able to predict droughts a year in advance

Skoltech researchers and their colleagues from Sber have proposed deep learning models that predict droughts using climate data. Long-term forecasts of this kind are sought by agricultural producers planning their operations, ...

Bio & Medicine Jul 17, 2024

Nanomedicine researchers develop new technology to control neural circuits using magnetic fields

Researchers at the Center for Nanomedicine within the Institute for Basic Science (IBS) and Yonsei University in South Korea have unveiled a technology that can manipulate specific regions of the brain using magnetic fields, ...

Condensed Matter Jul 17, 2024

AI method radically speeds predictions of materials' thermal properties

It is estimated that about 70% of the energy generated worldwide ends up as waste heat.

Analytical Chemistry Jul 16, 2024

Scientists develop new AI method to create material 'fingerprints'

Like people, materials evolve over time. They also behave differently when they are stressed and relaxed. Scientists looking to measure the dynamics of how materials change have developed a new technique that leverages X-ray ...

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., ...

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