Search results for machine learning model

General Physics Feb 3, 2025

Language models can improve physics measurements with improved tau reconstruction

In order to find rare processes from collider data, scientists use computer algorithms to determine the type and properties of particles based on the faint signals that they leave in the detector. One such particle is the ...

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.

Earth Sciences Jan 30, 2025

Geospatial modeling research identifies key areas for improvement

Geospatial modeling methods have become an important tool for environmental monitoring, which is used to manage environmental risks and monitor natural disaster threats. The modeling results are an important source of information ...

Cell & Microbiology Jan 28, 2025

Genetic 'fingerprint' in bacteria can predict drug resistance

Antibiotic resistance is a global public health crisis responsible for more than a million deaths annually. By 2050, the World Health Organization estimates it could surpass cancer and heart disease as the leading cause of ...

Cell & Microbiology Jan 27, 2025

Genome-wide atlas of cell morphology reveals gene functions

Visualizing cells after editing specific genes can help scientists learn new details about the function of those genes. But using microscopy to do this at scale can be challenging, particularly when studying thousands of ...

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.

Molecular & Computational biology Jan 23, 2025

Harvest smarter, not harder: Machine learning meets tomato farming

A research team led by Dr. David Helman from the Faculty of Agriculture, Food and Environment at the Hebrew University of Jerusalem has developed a novel machine learning model employing hyperspectral imaging to assess the ...

Molecular & Computational biology Jan 23, 2025

Toward video generative models of the molecular world

As the capabilities of generative AI models have grown, you've probably seen how they can transform simple text prompts into hyperrealistic images and even extended video clips.

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 ...

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