Search results for machine learning model

Biotechnology Nov 13, 2025

New software toolbox enables brain-like models to learn directly from data

Researchers have developed a powerful new software toolbox that allows realistic brain models to be trained directly on data. This open-source framework, called JAXLEY, combines the precision of biophysical models with the ...

Environment Nov 10, 2025

New interactive map shows how flammable your part of Australia is right now

This year's fire season in Australia feels unpredictable. One week brings torrential rain, the next a burst of heat, followed by a sharp cold snap.

Environment Nov 6, 2025

New deep learning model enhances roadside air pollutant forecasting accuracy

A research team led by Prof. Li Xiangxian from the Anhui Institute of Optics and Fine Mechanics, the Hefei Institutes of Physical Science of the Chinese Academy of Sciences, has developed a new deep learning model that significantly ...

Cell & Microbiology Nov 4, 2025

Decoding how cells choose to become muscles or neurons

Every cell in the body has the same DNA, but different cell types—such as muscle or brain cells—use different parts of it. Transcription factors help cells activate specific genes by reading certain DNA sequences, but since ...

Mathematics Oct 29, 2025

Unit-free theorem pinpoints key variables for AI and physics models

Machine learning models are designed to take in data, to find patterns or relationships within those data, and to use what they have learned to make predictions or to create new content. The quality of those outputs depends ...

Analytical Chemistry Oct 29, 2025

Machine learning workflow enables faster, more reliable organic crystal structure prediction

Prediction of crystal structures of organic molecules is a critical task in many industries, especially in pharmaceuticals and design of functional materials. In pharmaceuticals, crystal structures directly influence a drug's ...

Biochemistry Oct 28, 2025

AI model predicts peptide sequences that prevent ribosome stalling in E. coli protein production

Proteins sourced from microorganisms are attracting attention for their potential in biomanufacturing a variety of products, including pharmaceuticals, industrial enzymes, and diagnostic antibodies. These proteins can also ...

Biotechnology Oct 27, 2025

Supercomputer-developed AI learns the intricate language of biomolecules

Scientists at the University of Glasgow have harnessed a powerful supercomputer, normally used by astronomers and physicists to study the universe, to develop a new machine learning model which can help translate the language ...

Astronomy Oct 27, 2025

AI learns to identify exploding stars with just 15 examples

How can artificial intelligence (AI) help astronomers identify celestial objects in the night sky? This is what a recent study published in Nature Astronomy hopes to address as an international team of researchers investigated ...

Optics & Photonics Oct 24, 2025

Electrohydrodynamics pump and machine learning enable portable high-performance excimer laser

According to a recent study published in APL Photonics, a research team led by Prof. Liang Xu from the Hefei Institutes of Physical Science of the Chinese Academy of Sciences has developed an ultra-compact excimer laser roughly ...

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