Search results for machine learning model

Biochemistry Sep 1, 2026

A roadmap for animal-free chemical testing

For many years, the European Union has pursued a policy aimed at the replacement, reduction and refinement of animal testing (the 3Rs principle). To put the ethical principle of the 3Rs into practice, the European Commission ...

General Physics Sep 3, 2026

AI suggests new physics experiments that could outperform human-designed setups

Research means asking questions of the universe. For centuries, clever minds have advanced science by devising ingenious experiments designed so their results reveal something about the laws of nature as clearly and unambiguously ...

Biotechnology Sep 1, 2026

AI-informed AdaptiveFlow redefines large-scale cloud computing for drug discovery

Researchers today announced AdaptiveFlow, an AI-informed platform that can virtually screen billions of drug-like molecules with a 1,000-fold reduction in computational costs over existing methods. Developed and validated ...

Planetary Sciences Aug 14, 2026

New AI model detects hidden signs of solar eruptions hours before they emerge

Long before dark sunspots appear on the sun's surface, a new active region—where powerful solar eruptions can originate—begins showing subtle signs of its formation. Now, researchers say a new artificial intelligence model ...

Social Sciences Aug 17, 2026

Can computers learn what makes the most iconic jazz musicians stand out?

Machine learning models can identify jazz pianists from recordings and reveal the musical "fingerprints" that make individual performers recognizable, according to a study investigating 20 famous jazz pianists. The research, ...

Biochemistry Aug 21, 2026

Complex odors prove easier to map than expected with machine learning

If you want to describe a particular color, you could look to the Pantone color wheel to find its exact hue, saturation and brightness, and how it compares with other colors. But nothing like that has existed for complex ...

Earth Sciences Aug 20, 2026

Soil methane sink may be larger than thought, three-model analysis finds

Methane-munching microbes in soil might be more important than previously thought, a new study finds. Soil is an important carbon sink, and scientists are still learning much about the diversity of its microbial communities. ...

Analytical Chemistry Aug 20, 2026

AI-driven literature mining speeds discovery of heat-stable lead-free dielectric materials

Artificial intelligence has analyzed data scattered across hundreds of research papers to discover new lead-free dielectric materials that maintain stable performance even at high temperatures. The study presents a new approach ...

Analytical Chemistry Aug 26, 2026

Machine learning methods move self-driving labs closer to materials discovery at scale

Machine learning doesn't replace human intelligence, but it can outlast human endurance, which makes it a helpful tool for chemistry and materials discovery. Scientists know machine learning models can make predictions based ...

Analytical Chemistry Aug 19, 2026

AI screens 100,000+ membrane combinations, predicting carbon capture performance within seconds

Reducing carbon dioxide emissions from industrial processes and energy production remains one of the major technological challenges in addressing climate change. Membrane-based gas separation offers an energy-efficient alternative ...

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