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Search results for machine learning model

Environment Dec 5, 2024

Google says AI weather model masters 15-day forecast

A new artificial intelligence-based weather model can deliver 15-day forecasts with unrivaled accuracy and speed, a Google lab said, with potentially life-saving applications as climate change ramps up.

Analytical Chemistry Dec 3, 2024

Multimodal machine learning model increases accuracy of catalyst screening

Identifying optimal catalyst materials for specific reactions is crucial to advance energy storage technologies and sustainable chemical processes. To screen catalysts, scientists must understand systems' adsorption energy, ...

Environment Dec 2, 2024

AI-enhanced satellite carbon monoxide fast retrieval

A recent study presents a radiative transfer model-driven machine learning technique for retrieving carbon monoxide from the world's first hyperspectral Geostationary Interferometric Infrared Sounder (GIIRS) onboard Fengyun-4B ...

General Âé¶¹ÒùÔºics Nov 27, 2024

Taming big data and particle beams: How researchers are pushing AI to the edge

Every day, researchers at the Department of Energy's SLAC National Accelerator Laboratory tackle some of the biggest questions in science and technology—from laying the foundations for new drugs to developing new battery ...

Biochemistry Nov 25, 2024

Machine learning approach discovers crystallizable organic semiconductors

Organic semiconductors represent a transformative technology that bridges traditional electronics with the versatility of organic materials. They make flexible, wearable devices and next-generation displays possible.

Nanomaterials Nov 20, 2024

New language encodes shape and structure to help machine learning models predict nanopore properties

A large number of 2D materials like graphene can have nanopores—small holes formed by missing atoms through which foreign substances can pass. The properties of these nanopores dictate many of the materials' properties, ...

Earth Sciences Nov 19, 2024

AI can be used to predict river discharge and warn of potential flooding, new study shows

As recent flooding in Spain and elsewhere revealed, every minute of warning given to people ahead of a possible flood can save lives and property. A new paper published in the journal Hydrology may help authorities improve ...

Earth Sciences Nov 19, 2024

Improving hurricane modeling with physics-informed machine learning

Hurricanes, or tropical cyclones, can be devastating natural disasters, leveling entire cities and claiming hundreds or thousands of lives. A key aspect of their destructive potential is their unpredictability. Hurricanes ...

General Âé¶¹ÒùÔºics Nov 18, 2024

Adjusting accelerators with help from machine learning

Banks of computer screens stacked two and three high line the walls. The screens are covered with numbers and graphs that are unintelligible to an untrained eye. But they tell a story to the operators staffing the particle ...

Bio & Medicine Nov 18, 2024

Machine learning and supercomputer simulations predict interactions between gold nanoparticles and blood proteins

Researchers in the Nanoscience Center at the University of Jyväskylä, Finland, have used machine learning and supercomputer simulations to investigate how tiny gold nanoparticles bind to blood proteins. The studies discovered ...

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