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Search results for machine learning

Astronomy Jan 30, 2025

Machine learning approach can enhance observatory's hunt for gravitational waves

Finding patterns and reducing noise in large, complex datasets generated by the gravitational wave-detecting LIGO facility just got easier, thanks to the work of scientists at the University of California, Riverside.

Cell & Microbiology Jan 24, 2025

Using AI machine learning to map hidden molecular interactions in bacteria

A new study from Oregon Health & Science University has uncovered how small molecules within bacteria interact with proteins, revealing a network of molecular connections that could improve drug discovery and cancer research.

Environment Jan 24, 2025

Combining machine learning with a climate system model enhances flood season rainfall predictions

As climate change leads to more frequent and intense extreme precipitation events, accurately predicting rainfall during the flood season has become increasingly critical.

Cell & Microbiology Jan 23, 2025

Self-supervised learning approach can test 20 million cells or more

Our bodies are made up of around 75 billion cells. But what function does each individual cell perform and how greatly do a healthy person's cells differ from those of someone with a disease? To draw conclusions, enormous ...

Biotechnology Jan 22, 2025

In the hunt for new and better enzymes, AI steps to the fore

Enzymes are crucial to life. They are nature's little catalysts. In the gut, they help us digest food. They can enhance perfumes or get laundry cleaner with less energy. Enzymes also make potent drugs to treat disease. Scientists ...

Biotechnology Jan 15, 2025

Geometric machine learning method promises to accelerate precision drug development

Proteins are the foundation of all life we currently know. With their virtually limitless diversity, they can perform a broad variety of biological functions, from delivering oxygen to cells and acting as chemical messengers ...

General Âé¶¹ÒùÔºics Dec 27, 2024

Scientists use machine learning to develop an opener for a molecular can

In an era of medical care that is increasingly aiming at more targeted medication therapies, more individual therapies and more effective therapies, doctors and scientists want to be able to introduce molecules to the biological ...

Earth Sciences Dec 18, 2024

Machine learning framework improves groundwater recharge estimates in Western Australia

A new study led by Griffith University has unveiled a machine learning-based framework to accurately estimate groundwater recharge in the Perth Basin, with a particular focus on the Gnangara groundwater system.

Quantum Âé¶¹ÒùÔºics Dec 18, 2024

Simple machine learning techniques can cut costs for quantum error mitigation while maintaining accuracy

Quantum computers have the potential of outperforming classical computers in some optimization and data processing tasks. However, quantum systems are also more sensitive to noise and thus prone to errors, due to the known ...

Mathematics Dec 17, 2024

Can deep learning techniques predict sudden state transitions in nonlinear dynamical systems?

Nonlinear dynamical systems are systems that can undergo sudden shifts not due to changes in their state or stability, but in response to the rate at which external conditions or parameters change. These sudden shifts, known ...

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