Search results for machine learning model

Analytical Chemistry Jun 14, 2026

Interpretable AI in materials discovery: Uncovering how models make predictions

A method to interpret artificial intelligence (AI) models used in materials discovery by analyzing their learned features has been developed by researchers from Japan. The method extracts key features from an AI model trained ...

Earth Sciences Jun 12, 2026

Novel forecasting model developed to predict river temperature

The temperature of rivers is something most people think about only if they plan to go swimming, kayaking or spend a day fishing. Few consider how it could potentially affect their electricity bill.

Environment Jun 11, 2026

Even weak ocean models can provide valuable information for environmental forecasts, study shows

Oxygen depletion in the western Baltic Sea is not uncommon. Oxygen-poor conditions regularly occur in deeper waters, placing stress on marine ecosystems and, in extreme cases, causing fish kills. As ocean temperatures continue ...

Analytical Chemistry May 27, 2026

Are the chemicals around you safe? Researchers are using AI to find out

People are exposed to thousands of chemicals every day—through the products they use, the food they eat and the environments they live in—but only a fraction of those chemicals have been fully tested for safety.

General Physics May 26, 2026

Data-driven model captures dynamics of turbulence at scale

Whether the dust borne on the violent winds of a tornado or the sugar grains in a swirled cup of coffee, the behavior of particles carried along in turbulence is subject to some similarities—all of them difficult to predict ...

Analytical Chemistry May 18, 2026

MatterChat model helps AI to 'see' the language of atom-scale physics to sharpen materials predictions

From writing emails to generating computer code, much of the artificial intelligence prevalent in our daily lives has succeeded by mastering one domain: text. However, this leaves a major blind spot in the physical sciences, ...

Analytical Chemistry May 18, 2026

Machine learning reveals 5-angstrom sweet spot behind metallic glass stability

Using the second-nearest neighboring atoms to predict metallic glass stability can help researchers more accurately model the disordered solid with strong, elastic properties, according to a recent study led by University ...

Ecology May 14, 2026

Machine-learning method maps the uncertainty of biodiversity scenarios: The Bigfoot connection

To effectively protect biodiversity in an era of climate change, ecologists first have to know where animal and plant species are located and then be able to predict what habitats will be available to them in the future. ...

Environment May 12, 2026

Researcher fuels global drive for better large outdoor fire modeling

Wildfires battered Iwate Prefecture in northeastern Japan for 11 days, starting on April 22. The fires burned about 1,600 hectares and forced 3,200 residents to evacuate. With warmer climates, continued expansion of urban ...

Analytical Chemistry May 11, 2026

Smarter search for fuel-cell catalysts uses machine learning

A computational method combining generative AI with atomistic simulations can identify promising platinum alloy catalyst structures for hydrogen fuel cells, report researchers from Science Tokyo. Their approach addresses ...

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