Search results for deep learning

Analytical Chemistry Jul 24, 2025

Machine-learning application makes advanced chemical predictions easier and faster, no deep programming skills required

One of the shared, fundamental goals of most chemistry researchers is the need to predict a molecule's properties, such as its boiling or melting point. Once researchers can pinpoint that prediction, they're able to move ...

Earth Sciences Jul 24, 2025

AI model improves accuracy of five-day regional weather forecasting

For decades, medium-range weather forecasting—predicting conditions 1 to 5 days ahead—has relied heavily on traditional numerical models. However, this approach often struggles when applied to specific regions with limited ...

Environment Jul 24, 2025

AI model rapidly assesses flood building damage using satellite images

Researchers at the University of Osaka have developed a deep learning model for rapid building damage assessment after floods using satellite imagery. This research establishes the first systematic benchmark for this task ...

Biotechnology Jul 24, 2025

CRISPR and deep learning identify hundreds of human proteins that influence Ebola infection

Although outbreaks of Ebola virus are rare, the disease is severe and often fatal, with few treatment options. Rather than targeting the virus itself, one promising therapeutic approach would be to interrupt proteins in the ...

Cell & Microbiology Jul 24, 2025

AI-powered microscope predicts and tracks protein aggregation linked to brain diseases

The accumulation of misfolded proteins in the brain is central to the progression of neurodegenerative diseases like Huntington's, Alzheimer's and Parkinson's. But to the human eye, proteins that are destined to form harmful ...

Environment Jul 22, 2025

Deep-learning model forecasts toxic plume movement in urban environments within minutes

In 2023, a train carrying hazardous materials derailed in East Palestine, Ohio. In 2025, a series of destructive wildfires ravaged Los Angeles. In both cases, a toxic plume—a cloud of harmful airborne materials that disperse ...

Cell & Microbiology Jul 21, 2025

Microbes in deep-sea volcanoes can help scientists learn about early life on Earth, or even life beyond our planet

People have long wondered what life was first like on Earth, and if there is life in our solar system beyond our planet. Scientists have reason to believe that some of the moons in our solar system—like Jupiter's Europa and ...

Earth Sciences Jul 20, 2025

We detected deep pulses beneath Africa—what we learned could help us understand volcanic activity

Earth's continents may look fixed on a globe, but they've been drifting, splitting and reforming over billions of years—and they still are. Our new study reveals fresh evidence of rhythmic pulses of molten rock rising beneath ...

General Physics Jul 18, 2025

Common feature between forest fires and neural networks reveals universal framework

Researchers from the University of Tokyo in collaboration with Aisin Corporation have demonstrated that universal scaling laws, which describe how the properties of a system change with size and scale, apply to deep neural ...

Molecular & Computational biology Jul 18, 2025

New AI-powered method accelerates protein simulations and reveals complex folding dynamics

An international team led by Einstein Professor Cecilia Clementi in the Department of Physics at Freie Universität Berlin has introduced CGSchNet, a machine-learned coarse-grained (CG) model that can accurately and efficiently ...

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